{
    "schema_version": "2026-06-17.agent-index.v1",
    "generated_at": "2026-09-27T01:30:50+00:00",
    "generated_by": "Crackers_Surface_Agent_Index_Service",
    "purpose": "Compiled Product Truth search index for fast natural-language Ask API candidate retrieval.",
    "source_of_truth": [
        "woocommerce_public_catalog",
        "catalogue_enrichment_product_meta",
        "image_binding_service",
        "citation_binding_service",
        "related_entities",
        "buy_routes"
    ],
    "agent_guidance": {
        "ask_endpoint": "https://crackers.biz/wp-json/crackers/v1/ask",
        "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth",
        "feedback_endpoint": "https://crackers.biz/wp-json/crackers/v1/machine-feedback",
        "human_purchase_boundary": "Checkout URLs require explicit human purchase intent."
    },
    "product_count": 98,
    "products": [
        {
            "product_id": "1070326",
            "name": "Nairn's Savoury Biscuit Selection, 235g",
            "brand": "Nairn's",
            "brand_entities": [
                {
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                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                }
            ],
            "categories": [
                "Cracker selections",
                "Crackers & Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 2095,
                    "name": "Cracker selections",
                    "slug": "cracker-selections",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                }
            ],
            "gtin": "612322001827",
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            "slug": "nairns-savoury-biscuit-selection-235g",
            "short_description": "Nairn's Savoury Biscuit Selection is a 235g box of Nairn's savoury oat biscuits for the cheese board, a mix in one box rather than several packs.The contents, ingredients, allergy advice and nutrition are printed on the box you receive.Ingredients and dietary: the ingredient list and allergy advice are printed on the pack. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 235g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/nairns-savoury-biscuit-selection-235g/",
            "product_json_route": "https://crackers.biz/product/nairns-savoury-biscuit-selection-235g/.json",
            "product_markdown_route": "https://crackers.biz/product/nairns-savoury-biscuit-selection-235g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070326",
            "price": "5.2",
            "price_gbp": 5.2,
            "regular_price_gbp": 6.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "not_applicable",
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                "pack_label": "235g pack",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 5.2
            },
            "price_per_100g_gbp": 2.2127659574468086,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/nairns-savoury-biscuit-selection-235g/",
            "buy_url": "https://crackers.biz/buy/nairns-savoury-biscuit-selection-235g/",
            "human_purchase_url": "https://crackers.biz/buy/nairns-savoury-biscuit-selection-235g/",
            "buy_card_route": "https://crackers.biz/buy-card/nairns-savoury-biscuit-selection-235g/",
            "buy_card_url": "https://crackers.biz/buy-card/nairns-savoury-biscuit-selection-235g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack.jpg.json",
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                "relative_upload_path": "2026/09/www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38936,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1071753",
                    "attachment_id": 1071753,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1071753",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-savoury-biscuit-selection-235g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "biscuits",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "biscuits",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
                    {
                        "term_id": 2095,
                        "name": "Cracker selections",
                        "slug": "cracker-selections",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070326",
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                        "brand": "Nairn's",
                        "gtin": "612322000127",
                        "sku": "nairns-super-seeded-organic-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                        "brand": "Nairn's",
                        "gtin": "061232203072",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-rough-oatcakes-291g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
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                        "brand": "Nairn's",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        }
                    },
                    {
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                        "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "brand": "Nairn's",
                        "gtin": "612322000202",
                        "sku": "nairns-on-the-go-fruit-and-seed-oatcakes-225g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070692",
                        "name": "Nairn's Snaks Moreishly Munchable Salted Crackers, 125g",
                        "brand": "Nairn's",
                        "gtin": "612322001889",
                        "sku": "nairns-snaks-moreishly-munchable-salted-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070683",
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                        "brand": "Nairn's",
                        "gtin": "612322000394",
                        "sku": "nairns-gluten-free-cheese-oatcakes-180g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070684",
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                        "brand": "Nairn's",
                        "gtin": "612322001759",
                        "sku": "nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
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                    "gtin": "612322001827",
                    "brand": "Nairn's",
                    "product_url": "https://crackers.biz/product/nairns-savoury-biscuit-selection-235g/",
                    "sub_type": "Biscuits, Biscuit Selection, Savoury, Cheese Biscuit, Oat Biscuits",
                    "variant_or_style": "nairns-savoury-biscuit-selection-235g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "biscuits",
                    "weight_g": "235",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "5.2",
                    "price_per_100g_gbp": "2.2127659574468",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
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                    "occasion_tags": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
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                    "flavour_notes": "derived_runtime",
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                    "astringency": "missing_pending_catalogue_csv",
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                    "sweetness": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "product_meta",
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                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Nairn's",
                    "brand_slugs": [
                        "nairns"
                    ],
                    "category_slugs": [
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                        "crackers-crispbreads"
                    ],
                    "format": "biscuits"
                },
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                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
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                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    ],
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                    "price_tier": "mid"
                },
                "graph_signals": {
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                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070326",
                "product_json_route": "https://crackers.biz/product/nairns-savoury-biscuit-selection-235g/.json",
                "product_markdown_route": "https://crackers.biz/product/nairns-savoury-biscuit-selection-235g/.md",
                "checkout_url": "https://crackers.biz/buy/nairns-savoury-biscuit-selection-235g/",
                "buy_card_route": "https://crackers.biz/buy-card/nairns-savoury-biscuit-selection-235g/",
                "citation_anchor": "https://crackers.biz/product/nairns-savoury-biscuit-selection-235g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070326",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-savoury-biscuit-selection-235g-612322001827-front-of-pack-600x600.avif",
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                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070326",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
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                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
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                    "astringency",
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                "linked_wiki_topic_count": 0,
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                    "canonical_url": "https://crackers.biz/brand/ritz/"
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                },
                {
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            "product_json_route": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/.json",
            "product_markdown_route": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/.md",
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                "price_source": "woocommerce_current_price",
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            "availability": "https://schema.org/InStock",
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "buy_url": "https://crackers.biz/buy/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
            "human_purchase_url": "https://crackers.biz/buy/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
            "buy_card_route": "https://crackers.biz/buy-card/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
            "buy_card_url": "https://crackers.biz/buy-card/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g-7622210233721-front-of-pack-600x600.avif",
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                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
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                    },
                    "avif": {
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                    "webp": {
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                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1071788",
                    "attachment_id": 1071788,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g-7622210233721-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g-7622210233721-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1071788",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2065,
                    "name": "Ritz",
                    "slug": "ritz",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ritz/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070358",
                "same_brand_products": [
                    {
                        "product_id": "1070706",
                        "name": "Ritz Original Crackers Box, 150g",
                        "brand": "Ritz",
                        "gtin": "7622201386597",
                        "sku": "ritz-original-crackers-box-150g",
                        "canonical_product_url": "https://crackers.biz/product/ritz-original-crackers-box-150g/",
                        "checkout_url": "https://crackers.biz/buy/ritz-original-crackers-box-150g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070705",
                        "name": "Ritz Cheese Flavoured Crackers Box, 140g",
                        "brand": "Ritz",
                        "gtin": "7622201386757",
                        "sku": "ritz-cheese-flavoured-crackers-box-140g",
                        "canonical_product_url": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/",
                        "checkout_url": "https://crackers.biz/buy/ritz-cheese-flavoured-crackers-box-140g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070358",
                    "product_name": "Ritz Breaks Original Crackers Snack Lunchbox Multipack, 6 Pack 190g",
                    "gtin": "7622210233721",
                    "brand": "Ritz",
                    "product_url": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
                    "sub_type": "Biscuits, Crackers, Savoury",
                    "variant_or_style": "ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g",
                    "single_origin": "no",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "190",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.2631578947368",
                    "price_tier": "budget",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Ritz",
                    "brand_slugs": [
                        "ritz"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070358",
                "product_json_route": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/.json",
                "product_markdown_route": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/.md",
                "checkout_url": "https://crackers.biz/buy/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
                "buy_card_route": "https://crackers.biz/buy-card/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
                "citation_anchor": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070358",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g-7622210233721-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1071788",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070358&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070358",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ritz breaks original crackers snack lunchbox multipack 6 pack 190g ritz 7622210233721 ritz breaks original crackers snack lunchbox multipack 6 pack 190g biscuits pack required crackers biscuits crackers crispbreads snack crackers 1070358 ritz breaks original crackers snack lunchbox multipack 6 pack 190g 7622210233721 ritz https crackers biz product ritz breaks original crackers snack lunchbox multipack 6 pack 190g biscuits crackers savoury ritz breaks original crackers snack lunchbox multipack 6 pack 190g no pack required n a crackers 190 pack 2 4 1 2631578947368 budget pack required pack required pack required pack required pack required pack required biscuits n a pack required anytime no may contain milk no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ritz ritz crackers crispbreads snack crackers crackers pack required pack required pack required may contain milk no yes anytime biscuits budget 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "5de6f6075daadca106ef4d19c12daebbb363c0118d5b9feae3193ef61c7c5f2e"
            }
        },
        {
            "product_id": "1070633",
            "name": "Bakery Delights Crispbakes, 125g",
            "brand": "Bakery Delights",
            "brand_entities": [
                {
                    "term_id": 2003,
                    "name": "Bakery Delights",
                    "slug": "bakery-delights",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/bakery-delights/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                }
            ],
            "gtin": "5026764253808",
            "sku": "bakery-delights-crispbakes-125g",
            "slug": "bakery-delights-crispbakes-125g",
            "short_description": "Bakery Delights Crispbakes are light, round crisp bakes made from a yeasted wheat dough with a little sugar and egg. They sit somewhere between a cracker and a toast: dry and brittle, pale gold, and mild enough to take almost any topping.Each crispbake weighs 9.6g on the label, so a 125g pack gives you a good stack for breakfasts, lunches and a small cheese board. They are labelled suitable for vegetarians.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 125g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/bakery-delights-crispbakes-125g/",
            "product_json_route": "https://crackers.biz/product/bakery-delights-crispbakes-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/bakery-delights-crispbakes-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070633",
            "price": "2",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.6,
                "weight_g": 125,
                "comparison_price_gbp": 1.6,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 1.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/bakery-delights-crispbakes-125g/",
            "buy_url": "https://crackers.biz/buy/bakery-delights-crispbakes-125g/",
            "human_purchase_url": "https://crackers.biz/buy/bakery-delights-crispbakes-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/bakery-delights-crispbakes-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/bakery-delights-crispbakes-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Bakery Delights Crispbakes, 125g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072106",
                "attachment_id": 1072106,
                "relative_upload_path": "2026/09/www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 24657,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072106",
                    "attachment_id": 1072106,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072106",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/bakery-delights-crispbakes-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2003,
                    "name": "Bakery Delights",
                    "slug": "bakery-delights",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/bakery-delights/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070633",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070633",
                    "product_name": "Bakery Delights Crispbakes, 125g",
                    "gtin": "5026764253808",
                    "brand": "Bakery Delights",
                    "product_url": "https://crackers.biz/product/bakery-delights-crispbakes-125g/",
                    "sub_type": "Biscuits, Crackers, Crispbakes",
                    "variant_or_style": "bakery-delights-crispbakes-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "1.6",
                    "price_tier": "budget",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "Lunch, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Bakery Delights",
                    "brand_slugs": [
                        "bakery-delights"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "crispbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "Lunch, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/bakery-delights-crispbakes-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070633",
                "product_json_route": "https://crackers.biz/product/bakery-delights-crispbakes-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/bakery-delights-crispbakes-125g/.md",
                "checkout_url": "https://crackers.biz/buy/bakery-delights-crispbakes-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/bakery-delights-crispbakes-125g/",
                "citation_anchor": "https://crackers.biz/product/bakery-delights-crispbakes-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070633",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-bakery-delights-crispbakes-125g-5026764253808-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072106",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070633&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070633",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " bakery delights crispbakes 125g bakery delights 5026764253808 bakery delights crispbakes 125g biscuits pack required crackers biscuits crackers crispbreads crispbreads 1070633 bakery delights crispbakes 125g 5026764253808 bakery delights https crackers biz product bakery delights crispbakes 125g biscuits crackers crispbakes bakery delights crispbakes 125g not claimed pack required n a crackers 125 pack 2 1 6 budget pack required pack required pack required pack required pack required no biscuits n a pack required lunch afternoon no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 bakery delights bakery delights crackers crispbreads crispbreads crackers pack required pack required pack required no no yes lunch afternoon biscuits budget 0 0 0 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4e8d057e1c88ddf211aa63f79a8ab2c9b3ff81002ad519894ae7a523a03384e5"
            }
        },
        {
            "product_id": "1070635",
            "name": "Carr's Cracker Selection, 200g",
            "brand": "Carr's",
            "brand_entities": [
                {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                }
            ],
            "categories": [
                "Cracker selections",
                "Crackers & Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 2095,
                    "name": "Cracker selections",
                    "slug": "cracker-selections",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                }
            ],
            "gtin": "5000168162829",
            "sku": "carrs-cracker-selection-200g",
            "slug": "carrs-cracker-selection-200g",
            "short_description": "Carr's Cracker Selection is a boxed assortment of Carr's crackers, sold as \"A Collection of Carr's Finest Quality Biscuits\". It is the easy way to put several shapes and styles on one cheese board from a single box.The 200g box comes with a card outer and a plastic tray inside, so the crackers travel and store well. The mix of crackers in your box is printed on the pack.Ingredients and dietary: the ingredient list and allergy advice are printed on the pack. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 200g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/carrs-cracker-selection-200g/",
            "product_json_route": "https://crackers.biz/product/carrs-cracker-selection-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/carrs-cracker-selection-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070635",
            "price": "4.8",
            "price_gbp": 4.8,
            "regular_price_gbp": 6,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4,
                "weight_g": 200,
                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4.8
            },
            "price_per_100g_gbp": 2.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
            "buy_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
            "human_purchase_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/carrs-cracker-selection-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/carrs-cracker-selection-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Carr's Cracker Selection, 200g, Cracker selections. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072108",
                "attachment_id": 1072108,
                "relative_upload_path": "2026/09/www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31279,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072108",
                    "attachment_id": 1072108,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072108",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/carrs-cracker-selection-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                },
                "categories": [
                    {
                        "term_id": 2095,
                        "name": "Cracker selections",
                        "slug": "cracker-selections",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070635",
                "same_brand_products": [
                    {
                        "product_id": "1070638",
                        "name": "Carr's Melts Original Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000396022520",
                        "sku": "carrs-melts-original-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070639",
                        "name": "Carr's Table Water Cracked Black Pepper Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168157290",
                        "sku": "carrs-table-water-cracked-black-pepper-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070640",
                        "name": "Carr's Table Water Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168001104",
                        "sku": "carrs-table-water-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070641",
                        "name": "Carr's Table Water Large Crackers, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168001098",
                        "sku": "carrs-table-water-large-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070636",
                        "name": "Carr's Melts Caramelised Red Onion Flavour Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168001067",
                        "sku": "carrs-melts-caramelised-red-onion-flavour-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070637",
                        "name": "Carr's Melts Cheese Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168085593",
                        "sku": "carrs-melts-cheese-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-cheese-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070635",
                    "product_name": "Carr's Cracker Selection, 200g",
                    "gtin": "5000168162829",
                    "brand": "Carr's",
                    "product_url": "https://crackers.biz/product/carrs-cracker-selection-200g/",
                    "sub_type": "Crackers, Cracker Selection, Cheese Biscuit, Savoury, Table Water",
                    "variant_or_style": "carrs-cracker-selection-200g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "box",
                    "price_gbp": "4.8",
                    "price_per_100g_gbp": "2.4",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Carr's",
                    "brand_slugs": [
                        "carrs"
                    ],
                    "category_slugs": [
                        "cracker-selections",
                        "crackers-crispbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/carrs-cracker-selection-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070635",
                "product_json_route": "https://crackers.biz/product/carrs-cracker-selection-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/carrs-cracker-selection-200g/.md",
                "checkout_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/carrs-cracker-selection-200g/",
                "citation_anchor": "https://crackers.biz/product/carrs-cracker-selection-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070635",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-cracker-selection-200g-5000168162829-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072108",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070635&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070635",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " carr s cracker selection 200g carr s 5000168162829 carrs cracker selection 200g biscuits pack required crackers biscuits cracker selections crackers crispbreads 1070635 carr s cracker selection 200g 5000168162829 carr s https crackers biz product carrs cracker selection 200g crackers cracker selection cheese biscuit savoury table water carrs cracker selection 200g not claimed pack required n a crackers 200 box 4 8 2 4 mid pack required pack required pack required pack required pack required pack required biscuits n a pack required afternoon evening no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 carr s carrs cracker selections crackers crispbreads crackers pack required pack required pack required pack required pack required pack required afternoon evening biscuits mid 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d5873767d1636046640d5f6c9a1486c91818c3141ae7a6a63fa918c6ba266134"
            }
        },
        {
            "product_id": "1070636",
            "name": "Carr's Melts Caramelised Red Onion Flavour Crackers, 150g",
            "brand": "Carr's",
            "brand_entities": [
                {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "5000168001067",
            "sku": "carrs-melts-caramelised-red-onion-flavour-crackers-150g",
            "slug": "carrs-melts-caramelised-red-onion-flavour-crackers-150g",
            "short_description": "Carr's Melts Caramelised Red Onion are round, flaky crackers flavoured with dried red onion and a natural flavouring. They bring a sweet and savoury onion note that suits cheese in the same way a spoon of chutney does.The recipe lists no milk ingredient, and the label declares wheat (gluten) as its allergen. At 20.8g of fat per 100g the bite is short and tender, in the Melts style.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
            "product_json_route": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070636",
            "price": "2.8",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8666666666666667,
                "weight_g": 150,
                "comparison_price_gbp": 1.8666666666666667,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 1.8666666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
            "buy_url": "https://crackers.biz/buy/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
            "human_purchase_url": "https://crackers.biz/buy/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-caramelised-red-onion-flavour-crackers-150g-5000168001067-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Carr's Melts Caramelised Red Onion Flavour Crackers, 150g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-carrs-melts-caramelised-red-onion-flavour-crackers-150g-5000168001067-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-caramelised-red-onion-flavour-crackers-150g-5000168001067-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-caramelised-red-onion-flavour-crackers-150g-5000168001067-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-caramelised-red-onion-flavour-crackers-150g-5000168001067-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072109",
                "attachment_id": 1072109,
                "relative_upload_path": "2026/09/www-crackers-biz-carrs-melts-caramelised-red-onion-flavour-crackers-150g-5000168001067-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-carrs-melts-caramelised-red-onion-flavour-crackers-150g-5000168001067-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 23319,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072109",
                    "attachment_id": 1072109,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-melts-caramelised-red-onion-flavour-crackers-150g-5000168001067-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-melts-caramelised-red-onion-flavour-crackers-150g-5000168001067-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072109",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "caramel",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "caramel",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070636",
                "same_brand_products": [
                    {
                        "product_id": "1070638",
                        "name": "Carr's Melts Original Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000396022520",
                        "sku": "carrs-melts-original-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070639",
                        "name": "Carr's Table Water Cracked Black Pepper Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168157290",
                        "sku": "carrs-table-water-cracked-black-pepper-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070640",
                        "name": "Carr's Table Water Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168001104",
                        "sku": "carrs-table-water-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070641",
                        "name": "Carr's Table Water Large Crackers, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168001098",
                        "sku": "carrs-table-water-large-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070635",
                        "name": "Carr's Cracker Selection, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168162829",
                        "sku": "carrs-cracker-selection-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-cracker-selection-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
                        "price": "4.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070637",
                        "name": "Carr's Melts Cheese Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168085593",
                        "sku": "carrs-melts-cheese-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-cheese-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
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                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-cheese-crackers-150g-5000168085593-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-cheese-crackers-150g-5000168085593-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072111",
                "attachment_id": 1072111,
                "relative_upload_path": "2026/09/www-crackers-biz-carrs-melts-cheese-crackers-150g-5000168085593-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-carrs-melts-cheese-crackers-150g-5000168085593-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 23200,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072111",
                    "attachment_id": 1072111,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-melts-cheese-crackers-150g-5000168085593-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-melts-cheese-crackers-150g-5000168085593-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072111",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070637",
                "same_brand_products": [
                    {
                        "product_id": "1070638",
                        "name": "Carr's Melts Original Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000396022520",
                        "sku": "carrs-melts-original-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070639",
                        "name": "Carr's Table Water Cracked Black Pepper Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168157290",
                        "sku": "carrs-table-water-cracked-black-pepper-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070640",
                        "name": "Carr's Table Water Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168001104",
                        "sku": "carrs-table-water-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070641",
                        "name": "Carr's Table Water Large Crackers, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168001098",
                        "sku": "carrs-table-water-large-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070635",
                        "name": "Carr's Cracker Selection, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168162829",
                        "sku": "carrs-cracker-selection-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-cracker-selection-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
                        "price": "4.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070636",
                        "name": "Carr's Melts Caramelised Red Onion Flavour Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168001067",
                        "sku": "carrs-melts-caramelised-red-onion-flavour-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070637",
                    "product_name": "Carr's Melts Cheese Crackers, 150g",
                    "gtin": "5000168085593",
                    "brand": "Carr's",
                    "product_url": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
                    "sub_type": "Crackers, Cheese Crackers, Savoury Snacks, Savoury Biscuits",
                    "variant_or_style": "carrs-melts-cheese-crackers-150g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "1.8666666666667",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Carr's",
                    "brand_slugs": [
                        "carrs"
                    ],
                    "category_slugs": [
                        "cheese-crackers",
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070637",
                "product_json_route": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/.json",
                "product_markdown_route": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/.md",
                "checkout_url": "https://crackers.biz/buy/carrs-melts-cheese-crackers-150g/",
                "buy_card_route": "https://crackers.biz/buy-card/carrs-melts-cheese-crackers-150g/",
                "citation_anchor": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070637",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-cheese-crackers-150g-5000168085593-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072111",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070637&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070637",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " carr s melts cheese crackers 150g carr s 5000168085593 carrs melts cheese crackers 150g biscuits pack required crackers biscuits cheese crackers crackers crispbreads snack crackers 1070637 carr s melts cheese crackers 150g 5000168085593 carr s https crackers biz product carrs melts cheese crackers 150g crackers cheese crackers savoury snacks savoury biscuits carrs melts cheese crackers 150g not claimed pack required n a crackers 150 pack 2 8 1 8666666666667 mid pack required pack required pack required pack required pack required no biscuits pack required pack required afternoon evening no yes no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 carr s carrs cheese crackers crackers crispbreads snack crackers crackers pack required pack required pack required yes no yes afternoon evening biscuits mid 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "838f256a7c0f1826543379fd657cb07dc0b997c902c12cee46bea82413b8158b"
            }
        },
        {
            "product_id": "1070638",
            "name": "Carr's Melts Original Crackers, 150g",
            "brand": "Carr's",
            "brand_entities": [
                {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "5000396022520",
            "sku": "carrs-melts-original-crackers-150g",
            "slug": "carrs-melts-original-crackers-150g",
            "short_description": "Carr's Melts Original are round, flaky crackers with a rich, tender bite. They are the plain member of the Melts range: no cheese, no onion, just a buttery style cracker that sits between a water biscuit and a savoury biscuit.At 21.8g of fat per 100g they melt rather than snap, and at 5.3g of fibre per 100g they carry a little more fibre than the flavoured Melts on the label data.Ingredients and dietary: Contains gluten and contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
            "product_json_route": "https://crackers.biz/product/carrs-melts-original-crackers-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/carrs-melts-original-crackers-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070638",
            "price": "2.8",
            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8666666666666667,
                "weight_g": 150,
                "comparison_price_gbp": 1.8666666666666667,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 1.8666666666666667,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
            "buy_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
            "human_purchase_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/carrs-melts-original-crackers-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/carrs-melts-original-crackers-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-original-crackers-150g-5000396022520-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Carr's Melts Original Crackers, 150g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-carrs-melts-original-crackers-150g-5000396022520-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-original-crackers-150g-5000396022520-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-original-crackers-150g-5000396022520-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-melts-original-crackers-150g-5000396022520-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072112",
                "attachment_id": 1072112,
                "relative_upload_path": "2026/09/www-crackers-biz-carrs-melts-original-crackers-150g-5000396022520-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-carrs-melts-original-crackers-150g-5000396022520-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 23416,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072112",
                    "attachment_id": 1072112,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-melts-original-crackers-150g-5000396022520-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-melts-original-crackers-150g-5000396022520-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072112",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070638",
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                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "name": "Carr's Table Water Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168001104",
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                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "name": "Carr's Table Water Large Crackers, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168001098",
                        "sku": "carrs-table-water-large-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "product_id": "1070635",
                        "name": "Carr's Cracker Selection, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168162829",
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                        "canonical_product_url": "https://crackers.biz/product/carrs-cracker-selection-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
                            "available": false
                        }
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                        "sku": "carrs-melts-caramelised-red-onion-flavour-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "product_id": "1070637",
                        "name": "Carr's Melts Cheese Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168085593",
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                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-cheese-crackers-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
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                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
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                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
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                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
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                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        "stock_status": "instock",
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                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
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                        "curator_opinion": {
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                        }
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                        "gtin": "5050974504115",
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                "linked_recipes": [],
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                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
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                    "_crackers_catalogue_{field}",
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                    "focus_friendly",
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                    "food_pairings",
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                    "traditional_use"
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                    "variant_or_style": "carrs-melts-original-crackers-150g",
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                    "country_of_origin": "pack_required",
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                    "soil_association": "pack_required",
                    "kosher": "pack_required",
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                    "flavour_notes": "biscuits",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "occasion_tags": "",
                    "food_pairings": "",
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                    "audit_status": "pack_required",
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                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
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                "field_sources": {
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                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
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                    "astringency": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "product_meta",
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                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Carr's",
                    "brand_slugs": [
                        "carrs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
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                    "contains_gluten": "yes"
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                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070638",
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                "product_markdown_route": "https://crackers.biz/product/carrs-melts-original-crackers-150g/.md",
                "checkout_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
                "buy_card_route": "https://crackers.biz/buy-card/carrs-melts-original-crackers-150g/",
                "citation_anchor": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070638",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
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                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070638",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
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            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
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                    "intensity",
                    "astringency",
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                    "sweetness",
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                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
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                    "occasion_pairings",
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
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        },
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            "name": "Carr's Table Water Cracked Black Pepper Crackers, 125g",
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                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Water biscuits"
            ],
            "category_entities": [
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                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2089,
                    "name": "Water biscuits",
                    "slug": "water-biscuits",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/water-biscuits/"
                }
            ],
            "gtin": "5000168157290",
            "sku": "carrs-table-water-cracked-black-pepper-crackers-125g",
            "slug": "carrs-table-water-cracked-black-pepper-crackers-125g",
            "short_description": "Carr's Table Water Cracked Black Pepper takes the thin, crisp table water biscuit and adds cracked black pepper. The pepper gives each cracker a warm, aromatic lift that works especially well with soft and creamy cheeses.The biscuit keeps the table water profile on the label data: 7.6g of fat, 0.6g of sugars and 1.5g of salt per 100g. The full ingredient list and allergy advice are printed on the pack.Ingredients and dietary: the ingredient list and allergy advice are printed on the pack. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 125g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
            "product_json_route": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070639",
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            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.08,
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                "comparison_price_gbp": 2.08,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 2.08,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
            "human_purchase_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/carrs-table-water-cracked-black-pepper-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/carrs-table-water-cracked-black-pepper-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Carr's Table Water Cracked Black Pepper Crackers, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072113",
                "attachment_id": 1072113,
                "relative_upload_path": "2026/09/www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 19136,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072113",
                    "attachment_id": 1072113,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072113",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Water biscuits",
                        "slug": "water-biscuits",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/water-biscuits/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070639",
                "same_brand_products": [
                    {
                        "product_id": "1070638",
                        "name": "Carr's Melts Original Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000396022520",
                        "sku": "carrs-melts-original-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070640",
                        "name": "Carr's Table Water Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168001104",
                        "sku": "carrs-table-water-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070641",
                        "name": "Carr's Table Water Large Crackers, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168001098",
                        "sku": "carrs-table-water-large-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070635",
                        "name": "Carr's Cracker Selection, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168162829",
                        "sku": "carrs-cracker-selection-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-cracker-selection-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
                        "price": "4.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070636",
                        "name": "Carr's Melts Caramelised Red Onion Flavour Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168001067",
                        "sku": "carrs-melts-caramelised-red-onion-flavour-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070637",
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                        "brand": "Carr's",
                        "gtin": "5000168085593",
                        "sku": "carrs-melts-cheese-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-cheese-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070639",
                    "product_name": "Carr's Table Water Cracked Black Pepper Crackers, 125g",
                    "gtin": "5000168157290",
                    "brand": "Carr's",
                    "product_url": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
                    "sub_type": "Crackers, Savoury Crackers, Cheeseboard Crackers, Table Water Biscuits, Peppered Crackers",
                    "variant_or_style": "carrs-table-water-cracked-black-pepper-crackers-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "2.08",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "cracked black pepper, named on the front of the pack according to the published pack listing; the seasoning declaration itself is printed on the current UK pack and has not been read",
                    "recommended_time_of_day": "afternoon, after meals",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Carr's",
                    "brand_slugs": [
                        "carrs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "water-biscuits"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, after meals",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070639",
                "product_json_route": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/carrs-table-water-cracked-black-pepper-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070639",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-cracked-black-pepper-crackers-125g-5000168157290-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072113",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070639&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070639",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " carr s table water cracked black pepper crackers 125g carr s 5000168157290 carrs table water cracked black pepper crackers 125g biscuits pack required crackers biscuits crackers crispbreads water biscuits 1070639 carr s table water cracked black pepper crackers 125g 5000168157290 carr s https crackers biz product carrs table water cracked black pepper crackers 125g crackers savoury crackers cheeseboard crackers table water biscuits peppered crackers carrs table water cracked black pepper crackers 125g not claimed pack required n a crackers 125 pack 2 6 2 08 value pack required pack required pack required pack required pack required pack required biscuits yes cracked black pepper named on the front of the pack according to the published pack listing the seasoning declaration itself is printed on the current uk pack and has not been read afternoon after meals no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 carr s carrs crackers crispbreads water biscuits crackers pack required pack required pack required pack required pack required pack required afternoon after meals biscuits value 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "bf0268f0f6b70579f0c07a6a68a55f67ff3fa32b3a6cdba6b8f5be0959f323db"
            }
        },
        {
            "product_id": "1070640",
            "name": "Carr's Table Water Crackers, 125g",
            "brand": "Carr's",
            "brand_entities": [
                {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Water biscuits"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2089,
                    "name": "Water biscuits",
                    "slug": "water-biscuits",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/water-biscuits/"
                }
            ],
            "gtin": "5000168001104",
            "sku": "carrs-table-water-crackers-125g",
            "slug": "carrs-table-water-crackers-125g",
            "short_description": "Carr's Table Water Crackers are the classic thin, crisp water biscuit: wheat flour, palm oil and salt, rolled thin, docked with holes and baked until they snap. They are made to carry cheese without competing with it.The label carries vegan, vegetarian and kosher claims, and says the biscuits may contain sesame. At 7.7g of fat and 1.5g of sugars per 100g they are lean and barely sweet.Ingredients and dietary: Contains gluten, may contain milk and labelled vegan. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 125g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
            "product_json_route": "https://crackers.biz/product/carrs-table-water-crackers-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/carrs-table-water-crackers-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070640",
            "price": "2.6",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.08,
                "weight_g": 125,
                "comparison_price_gbp": 2.08,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 2.08,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
            "human_purchase_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/carrs-table-water-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/carrs-table-water-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Carr's Table Water Crackers, 125g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072114",
                "attachment_id": 1072114,
                "relative_upload_path": "2026/09/www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 19096,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072114",
                    "attachment_id": 1072114,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072114",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Water biscuits",
                        "slug": "water-biscuits",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/water-biscuits/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070640",
                "same_brand_products": [
                    {
                        "product_id": "1070638",
                        "name": "Carr's Melts Original Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000396022520",
                        "sku": "carrs-melts-original-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070639",
                        "name": "Carr's Table Water Cracked Black Pepper Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168157290",
                        "sku": "carrs-table-water-cracked-black-pepper-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070641",
                        "name": "Carr's Table Water Large Crackers, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168001098",
                        "sku": "carrs-table-water-large-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070635",
                        "name": "Carr's Cracker Selection, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168162829",
                        "sku": "carrs-cracker-selection-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-cracker-selection-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
                        "price": "4.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070636",
                        "name": "Carr's Melts Caramelised Red Onion Flavour Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168001067",
                        "sku": "carrs-melts-caramelised-red-onion-flavour-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070637",
                        "name": "Carr's Melts Cheese Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168085593",
                        "sku": "carrs-melts-cheese-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-cheese-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070640",
                    "product_name": "Carr's Table Water Crackers, 125g",
                    "gtin": "5000168001104",
                    "brand": "Carr's",
                    "product_url": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
                    "sub_type": "Crackers, Savoury Crackers, Plain Crackers, Table Water Crackers, Cheeseboard Crackers",
                    "variant_or_style": "carrs-table-water-crackers-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "2.08",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "yes",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "none named on the front of the pack; table water is a style name for a thin lean biscuit and the ingredient declaration is printed on the current UK pack",
                    "recommended_time_of_day": "evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Carr's",
                    "brand_slugs": [
                        "carrs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "water-biscuits"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070640",
                "product_json_route": "https://crackers.biz/product/carrs-table-water-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/carrs-table-water-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/carrs-table-water-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070640",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-crackers-125g-5000168001104-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072114",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070640&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070640",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " carr s table water crackers 125g carr s 5000168001104 carrs table water crackers 125g biscuits pack required crackers biscuits crackers crispbreads water biscuits 1070640 carr s table water crackers 125g 5000168001104 carr s https crackers biz product carrs table water crackers 125g crackers savoury crackers plain crackers table water crackers cheeseboard crackers carrs table water crackers 125g not claimed pack required n a crackers 125 pack 2 6 2 08 mid pack required pack required pack required pack required pack required yes biscuits n a none named on the front of the pack table water is a style name for a thin lean biscuit and the ingredient declaration is printed on the current uk pack evening no may contain milk no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 carr s carrs crackers crispbreads water biscuits crackers pack required pack required pack required may contain milk no yes evening biscuits mid 0 0 6 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f55f4ed781981e0bdbb7e23d11ca136fafbbc8f32c796b781224c01ff6cfa1e7"
            }
        },
        {
            "product_id": "1070641",
            "name": "Carr's Table Water Large Crackers, 200g",
            "brand": "Carr's",
            "brand_entities": [
                {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Water biscuits"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2089,
                    "name": "Water biscuits",
                    "slug": "water-biscuits",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/water-biscuits/"
                }
            ],
            "gtin": "5000168001098",
            "sku": "carrs-table-water-large-crackers-200g",
            "slug": "carrs-table-water-large-crackers-200g",
            "short_description": "Carr's Table Water Large are the table water biscuit in a bigger size: the same thin, crisp bake of wheat flour, palm oil and salt, with more surface for a generous slice of cheese. The label gives a serving of one biscuit as 7.6g.A 200g pack suits a larger cheese board or a family that gets through crackers quickly. The label declares wheat (gluten) and says the biscuits may also contain sesame.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 200g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
            "product_json_route": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070641",
            "price": "3.6",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.8,
                "weight_g": 200,
                "comparison_price_gbp": 1.8,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 1.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
            "buy_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
            "human_purchase_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/carrs-table-water-large-crackers-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/carrs-table-water-large-crackers-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Carr's Table Water Large Crackers, 200g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072115",
                "attachment_id": 1072115,
                "relative_upload_path": "2026/09/www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 25925,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072115",
                    "attachment_id": 1072115,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072115",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2016,
                    "name": "Carr's",
                    "slug": "carrs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/carrs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2089,
                        "name": "Water biscuits",
                        "slug": "water-biscuits",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/water-biscuits/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070641",
                "same_brand_products": [
                    {
                        "product_id": "1070638",
                        "name": "Carr's Melts Original Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000396022520",
                        "sku": "carrs-melts-original-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-original-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-original-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070639",
                        "name": "Carr's Table Water Cracked Black Pepper Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168157290",
                        "sku": "carrs-table-water-cracked-black-pepper-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-cracked-black-pepper-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070640",
                        "name": "Carr's Table Water Crackers, 125g",
                        "brand": "Carr's",
                        "gtin": "5000168001104",
                        "sku": "carrs-table-water-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-table-water-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-table-water-crackers-125g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070635",
                        "name": "Carr's Cracker Selection, 200g",
                        "brand": "Carr's",
                        "gtin": "5000168162829",
                        "sku": "carrs-cracker-selection-200g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-cracker-selection-200g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-cracker-selection-200g/",
                        "price": "4.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070636",
                        "name": "Carr's Melts Caramelised Red Onion Flavour Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168001067",
                        "sku": "carrs-melts-caramelised-red-onion-flavour-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-caramelised-red-onion-flavour-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070637",
                        "name": "Carr's Melts Cheese Crackers, 150g",
                        "brand": "Carr's",
                        "gtin": "5000168085593",
                        "sku": "carrs-melts-cheese-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/carrs-melts-cheese-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/carrs-melts-cheese-crackers-150g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
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                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "product_id": "1070733",
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                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "name": "Schar Crispbread, 150g",
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                        "gtin": "8008698007303",
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
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                    "gtin": "5000168001098",
                    "brand": "Carr's",
                    "product_url": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
                    "sub_type": "Crackers, Table Water Crackers, Cheeseboard Crackers, Plain Crackers, Savoury Biscuits",
                    "variant_or_style": "carrs-table-water-large-crackers-200g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "1.8",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
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                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
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                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Carr's",
                    "brand_slugs": [
                        "carrs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "water-biscuits"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
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                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
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                    "sweetness": "",
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                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070641",
                "product_json_route": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/.md",
                "checkout_url": "https://crackers.biz/buy/carrs-table-water-large-crackers-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/carrs-table-water-large-crackers-200g/",
                "citation_anchor": "https://crackers.biz/product/carrs-table-water-large-crackers-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070641",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-carrs-table-water-large-crackers-200g-5000168001098-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070641&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070641",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
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                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
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                {
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
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                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072116",
                    "attachment_id": 1072116,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-crosta-and-mollica-classic-torinesi-breadsticks-120g-5060198640261-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-crosta-and-mollica-classic-torinesi-breadsticks-120g-5060198640261-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072116",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/crosta-and-mollica-classic-torinesi-breadsticks-120g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2020,
                    "name": "Crosta & Mollica",
                    "slug": "crosta-and-mollica",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/crosta-and-mollica/"
                },
                "categories": [
                    {
                        "term_id": 2099,
                        "name": "Breadsticks",
                        "slug": "breadsticks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/breadsticks/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Sourdough and artisan",
                        "slug": "sourdough-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070642",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072818,
                        "title": "Breadsticks: the grissini of Turin, from a prince's plain bread to the cheese board",
                        "slug": "breadsticks",
                        "canonical_url": "https://crackers.biz/wiki/breadsticks/",
                        "path": "/wiki/breadsticks/",
                        "markdown_url": "https://crackers.biz/wiki/breadsticks.md",
                        "json_url": "https://crackers.biz/wiki/breadsticks.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/breadsticks.md",
                            "json": "/wiki/breadsticks.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/breadsticks/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/breadsticks/",
                            "citation_anchor_url": "https://crackers.biz/wiki/breadsticks/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/breadsticks/",
                            "retrieved_at": "2026-09-27T01:30:47+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070642",
                    "product_name": "Crosta & Mollica Classic Torinesi Breadsticks, 120g",
                    "gtin": "5060198640261",
                    "brand": "Crosta & Mollica",
                    "product_url": "https://crackers.biz/product/crosta-and-mollica-classic-torinesi-breadsticks-120g/",
                    "sub_type": "Crackers, Breadsticks, Italian Bakery, Sharing",
                    "variant_or_style": "crosta-and-mollica-classic-torinesi-breadsticks-120g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "120",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "2",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "none named on the front of the pack; this is sold as the classic plain Torinesi grissino with no seasoned variant named, and the full ingredient declaration is printed on the current UK pack",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Crosta & Mollica",
                    "brand_slugs": [
                        "crosta-and-mollica"
                    ],
                    "category_slugs": [
                        "breadsticks",
                        "crackers-crispbreads",
                        "sourdough-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/crosta-and-mollica-classic-torinesi-breadsticks-120g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070642",
                "product_json_route": "https://crackers.biz/product/crosta-and-mollica-classic-torinesi-breadsticks-120g/.json",
                "product_markdown_route": "https://crackers.biz/product/crosta-and-mollica-classic-torinesi-breadsticks-120g/.md",
                "checkout_url": "https://crackers.biz/buy/crosta-and-mollica-classic-torinesi-breadsticks-120g/",
                "buy_card_route": "https://crackers.biz/buy-card/crosta-and-mollica-classic-torinesi-breadsticks-120g/",
                "citation_anchor": "https://crackers.biz/product/crosta-and-mollica-classic-torinesi-breadsticks-120g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070642",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-crosta-and-mollica-classic-torinesi-breadsticks-120g-5060198640261-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072116",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070642&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070642",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Breadsticks: the grissini of Turin, from a prince's plain bread to the cheese board",
                        "url": "https://crackers.biz/wiki/breadsticks/",
                        "markdown_url": "https://crackers.biz/wiki/breadsticks.md",
                        "json_url": "https://crackers.biz/wiki/breadsticks.json",
                        "citation_anchor": "https://crackers.biz/wiki/breadsticks/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " crosta mollica classic torinesi breadsticks 120g crosta mollica 5060198640261 crosta and mollica classic torinesi breadsticks 120g biscuits pack required crackers biscuits breadsticks crackers crispbreads sourdough and artisan 1070642 crosta mollica classic torinesi breadsticks 120g 5060198640261 crosta mollica https crackers biz product crosta and mollica classic torinesi breadsticks 120g crackers breadsticks italian bakery sharing crosta and mollica classic torinesi breadsticks 120g not claimed pack required n a crackers 120 pack 2 4 2 mid pack required pack required pack required pack required pack required pack required biscuits n a none named on the front of the pack this is sold as the classic plain torinesi grissino with no seasoned variant named and the full ingredient declaration is printed on the current uk pack afternoon evening no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 crosta mollica crosta and mollica breadsticks crackers crispbreads sourdough crackers crackers pack required pack required pack required no no yes afternoon evening biscuits mid 0 1 0 8 breadsticks the grissini of turin from a prince s plain bread to the cheese board ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c3079720f6e1a65dc5f0afc852d68e146a1e218e8e38a023913d6aa08f3a3c48"
            }
        },
        {
            "product_id": "1070643",
            "name": "Dr. Karg's Pumpkin Seeds Protein Thins, 150g",
            "brand": "Dr. Karg's",
            "brand_entities": [
                {
                    "term_id": 2022,
                    "name": "Dr. Karg's",
                    "slug": "dr-kargs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/dr-kargs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Sourdough and artisan",
                "Wholegrain and seeded"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2094,
                    "name": "Sourdough and artisan",
                    "slug": "sourdough-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                },
                {
                    "term_id": 2101,
                    "name": "Wholegrain and seeded",
                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                }
            ],
            "gtin": "4033634028689",
            "sku": "dr-kargs-pumpkin-seeds-protein-thins-150g",
            "slug": "dr-kargs-pumpkin-seeds-protein-thins-150g",
            "short_description": "Dr. Karg's Pumpkin Seeds Protein Thins are thin, seeded crispbreads built around protein: 33g per 100g on the label data, with 7.8g of fibre. The label name is Protein Knäckebrot Kürbiskern, German for protein crispbread with pumpkin seed.The pack carries vegan and vegetarian claims. It declares wheat (gluten) and sesame and says it may contain milk. The label data gives the place of manufacture as Schwabach in Germany.Ingredients and dietary: Contains gluten, may contain milk and labelled vegan. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/dr-kargs-pumpkin-seeds-protein-thins-150g/",
            "product_json_route": "https://crackers.biz/product/dr-kargs-pumpkin-seeds-protein-thins-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/dr-kargs-pumpkin-seeds-protein-thins-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070643",
            "price": "4",
            "price_gbp": 4,
            "regular_price_gbp": 5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.6666666666666665,
                "weight_g": 150,
                "comparison_price_gbp": 2.6666666666666665,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 4
            },
            "price_per_100g_gbp": 2.6666666666666665,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/dr-kargs-pumpkin-seeds-protein-thins-150g/",
            "buy_url": "https://crackers.biz/buy/dr-kargs-pumpkin-seeds-protein-thins-150g/",
            "human_purchase_url": "https://crackers.biz/buy/dr-kargs-pumpkin-seeds-protein-thins-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/dr-kargs-pumpkin-seeds-protein-thins-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/dr-kargs-pumpkin-seeds-protein-thins-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-dr-kargs-pumpkin-seeds-protein-thins-150g-4033634028689-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Dr. Karg's Pumpkin Seeds Protein Thins, 150g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-dr-kargs-pumpkin-seeds-protein-thins-150g-4033634028689-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-dr-kargs-pumpkin-seeds-protein-thins-150g-4033634028689-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-dr-kargs-pumpkin-seeds-protein-thins-150g-4033634028689-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-dr-kargs-pumpkin-seeds-protein-thins-150g-4033634028689-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072117",
                "attachment_id": 1072117,
                "relative_upload_path": "2026/09/www-crackers-biz-dr-kargs-pumpkin-seeds-protein-thins-150g-4033634028689-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-dr-kargs-pumpkin-seeds-protein-thins-150g-4033634028689-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 22851,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072117",
                    "attachment_id": 1072117,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-dr-kargs-pumpkin-seeds-protein-thins-150g-4033634028689-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-dr-kargs-pumpkin-seeds-protein-thins-150g-4033634028689-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072117",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/dr-kargs-pumpkin-seeds-protein-thins-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2022,
                    "name": "Dr. Karg's",
                    "slug": "dr-kargs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/dr-kargs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Sourdough and artisan",
                        "slug": "sourdough-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070643",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
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                    "gtin": "truth_spine_identifier_contract",
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                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
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                "claim_policy": "https://crackers.biz/claim-policy.json",
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                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
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                "format": "avif",
                "file_size_bytes": 24779,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072119",
                    "attachment_id": 1072119,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g-5000168037196-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g-5000168037196-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072119",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070645",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 21,
                "missing_fields": [
                    "servings_per_pack",
                    "price_per_100g_gbp",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070645",
                    "product_name": "Jacob's Baked Cheddars Cheese Biscuits Twin Pack 2x150g",
                    "gtin": "5000168037196",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g/",
                    "sub_type": "Crackers, Cheese Biscuits, Savoury Snack, Twin Pack, Baked",
                    "variant_or_style": "jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "300",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": null,
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "cheese-crackers",
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070645",
                "product_json_route": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070645",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-biscuits-twin-pack-2x150g-5000168037196-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072119",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070645&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070645",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 21,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "price_per_100g_gbp",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s baked cheddars cheese biscuits twin pack 2x150g jacob s 5000168037196 jacobs baked cheddars cheese biscuits twin pack 2x150g biscuits pack required crackers biscuits cheese crackers crackers crispbreads snack crackers 1070645 jacob s baked cheddars cheese biscuits twin pack 2x150g 5000168037196 jacob s https crackers biz product jacobs baked cheddars cheese biscuits twin pack 2x150g crackers cheese biscuits savoury snack twin pack baked jacobs baked cheddars cheese biscuits twin pack 2x150g not claimed pack required n a crackers 300 pack 3 4 mid pack required pack required pack required pack required pack required pack required biscuits n a pack required afternoon evening no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs cheese crackers crackers crispbreads snack crackers crackers pack required pack required pack required pack required pack required pack required afternoon evening biscuits mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f400119ae37b922e35039f110857eaa9cea2276d955b8c93431c0207b73656c3"
            }
        },
        {
            "product_id": "1070646",
            "name": "Jacob's Baked Cheddars Cheese Crackers, 150g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Cheese crackers",
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 2091,
                    "name": "Cheese crackers",
                    "slug": "cheese-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "000050168101",
            "sku": "jacobs-baked-cheddars-cheese-crackers-150g",
            "slug": "jacobs-baked-cheddars-cheese-crackers-150g",
            "short_description": "Jacob's Baked Cheddars are small, round cheese biscuits made with dried powdered cheese (11%, of which half is Cheddar), baked until short and crumbly. They taste of cheese straight from the pack.At 33g of fat per 100g they are rich, and at 1.57g of salt per 100g they are properly savoury, which makes them a snack for drinks and lunchboxes more than a base for toppings. The label gives one cracker as 3.8g.Ingredients and dietary: Contains gluten and contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-crackers-150g/",
            "product_json_route": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-crackers-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-crackers-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070646",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.6,
                "weight_g": 150,
                "comparison_price_gbp": 1.6,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-baked-cheddars-cheese-crackers-150g/",
            "buy_url": "https://crackers.biz/buy/jacobs-baked-cheddars-cheese-crackers-150g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-baked-cheddars-cheese-crackers-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-baked-cheddars-cheese-crackers-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-baked-cheddars-cheese-crackers-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Baked Cheddars Cheese Crackers, 150g, Cheese crackers. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072120",
                "attachment_id": 1072120,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 22091,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072120",
                    "attachment_id": 1072120,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072120",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-crackers-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070646",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
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                    "brand": "Jacob's",
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                    "sub_type": "Crackers, Cheese Biscuit, Savoury Snacks, Sharing",
                    "variant_or_style": "jacobs-baked-cheddars-cheese-crackers-150g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
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                    "price_per_100g_gbp": "1.6",
                    "price_tier": "mid",
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                    "rainforest_alliance": "pack_required",
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                    "flavour_notes": "biscuits",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "pack_required",
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                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
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                    "stock_level": "instock",
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                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
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                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "cheese-crackers",
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
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                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
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                    "flavour_notes": [
                        "biscuits"
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                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
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                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-crackers-150g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070646",
                "product_json_route": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-crackers-150g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-crackers-150g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-baked-cheddars-cheese-crackers-150g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-baked-cheddars-cheese-crackers-150g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-baked-cheddars-cheese-crackers-150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070646",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-baked-cheddars-cheese-crackers-150g-000050168101-front-of-pack-600x600.avif",
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                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070646&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070646",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s baked cheddars cheese crackers 150g jacob s 000050168101 jacobs baked cheddars cheese crackers 150g biscuits pack required crackers biscuits cheese crackers crackers crispbreads snack crackers 1070646 jacob s baked cheddars cheese crackers 150g 000050168101 jacob s https crackers biz product jacobs baked cheddars cheese crackers 150g crackers cheese biscuit savoury snacks sharing jacobs baked cheddars cheese crackers 150g not claimed pack required n a crackers 150 pack 2 4 1 6 mid pack required pack required pack required pack required pack required no biscuits n a pack required afternoon no yes no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs cheese crackers crackers crispbreads snack crackers crackers pack required pack required pack required yes no yes afternoon biscuits mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "be4d4a2bfdc38b123678a312d15175d4935d8cae344f522fb3d1c54823b9e09e"
            }
        },
        {
            "product_id": "1070647",
            "name": "Jacob's Biscuits for Cheese 8 Variety Cracker Selection, 300g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Cracker selections",
                "Crackers & Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 2095,
                    "name": "Cracker selections",
                    "slug": "cracker-selections",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                }
            ],
            "gtin": "5000168203393",
            "sku": "jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g",
            "slug": "jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g",
            "short_description": "Jacob's Biscuits for Cheese is a 300g selection box with eight varieties of cracker in one tray, a box made for a Christmas or dinner party cheese board. The label carries a vegetarian claim.Among the eight you will find seeded, peppered and cheese flavoured crackers: the combined ingredient list includes sesame and poppy seeds, black pepper, wheatgerm and dried cheese.Ingredients and dietary: Contains gluten and contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 300g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g/",
            "product_json_route": "https://crackers.biz/product/jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070647",
            "price": "5.2",
            "price_gbp": 5.2,
            "regular_price_gbp": 6.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "not_applicable",
                "price_per_100g_gbp": 1.7333333333333334,
                "weight_g": 300,
                "comparison_price_gbp": 1.7333333333333334,
                "comparison_unit": "100g",
                "pack_label": "300g pack",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 5.2
            },
            "price_per_100g_gbp": 1.7333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g/",
            "buy_url": "https://crackers.biz/buy/jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g-5000168203393-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Biscuits for Cheese 8 Variety Cracker Selection, 300g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g-5000168203393-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g-5000168203393-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g-5000168203393-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g-5000168203393-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072121",
                "attachment_id": 1072121,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g-5000168203393-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g-5000168203393-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 53449,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "avif": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1500
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072121",
                    "attachment_id": 1072121,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g-5000168203393-front-of-pack.jpg",
                        "width": 1500,
                        "height": 1500,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g-5000168203393-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072121",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-biscuits-for-cheese-8-variety-cracker-selection-300g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2095,
                        "name": "Cracker selections",
                        "slug": "cracker-selections",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070647",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
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                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 1.7600000000000002,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-bites-crackers-red-leicester-flavour-125g/",
            "buy_url": "https://crackers.biz/buy/jacobs-bites-crackers-red-leicester-flavour-125g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-bites-crackers-red-leicester-flavour-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-bites-crackers-red-leicester-flavour-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-bites-crackers-red-leicester-flavour-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Bites Crackers - Red Leicester Flavour, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072122",
                "attachment_id": 1072122,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41336,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "avif": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1500
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072122",
                    "attachment_id": 1072122,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack.jpg",
                        "width": 1500,
                        "height": 1500,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072122",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-bites-crackers-red-leicester-flavour-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070648",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
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                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
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                    "gtin": "5000168004143",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-bites-crackers-red-leicester-flavour-125g/",
                    "sub_type": "Biscuits, Crackers, Savoury Crackers, Cheese Crackers, Snacking Crackers",
                    "variant_or_style": "jacobs-bites-crackers-red-leicester-flavour-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "1.76",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
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                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "cheese-crackers",
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-bites-crackers-red-leicester-flavour-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070648",
                "product_json_route": "https://crackers.biz/product/jacobs-bites-crackers-red-leicester-flavour-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-bites-crackers-red-leicester-flavour-125g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-bites-crackers-red-leicester-flavour-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-bites-crackers-red-leicester-flavour-125g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-bites-crackers-red-leicester-flavour-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070648",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-crackers-red-leicester-flavour-125g-5000168004143-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072122",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070648&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070648",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
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            },
            "curator_opinion": {
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            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                    "canonical_url": "https://crackers.biz/brand/jacobs/"
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            ],
            "categories": [
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                "Crackers & Crispbreads",
                "Snack crackers"
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            "category_entities": [
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                    "slug": "cheese-crackers",
                    "taxonomy": "product_cat",
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                },
                {
                    "term_id": 1188,
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                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
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                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
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            "canonical_product_url": "https://crackers.biz/product/jacobs-bites-mature-cheddar-and-onion-crackers-125g/",
            "product_json_route": "https://crackers.biz/product/jacobs-bites-mature-cheddar-and-onion-crackers-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-bites-mature-cheddar-and-onion-crackers-125g/.md",
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                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.92,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crackers.biz/buy/jacobs-bites-mature-cheddar-and-onion-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/jacobs-bites-mature-cheddar-and-onion-crackers-125g/",
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            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-mature-cheddar-and-onion-crackers-125g-5000168002330-front-of-pack-600x600.avif",
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                "filename": "www-crackers-biz-jacobs-bites-mature-cheddar-and-onion-crackers-125g-5000168002330-front-of-pack-600x600.avif",
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                "file_size_bytes": 43179,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 1500
                    },
                    "avif": {
                        "candidate_count": 10,
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                    "webp": {
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                },
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                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
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                        "freshness": "live_attachment_fallback"
                    },
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                        "width": 1500,
                        "height": 1500,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
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                    },
                    "no_upscale_rule": {
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                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                    },
                    "sidecars": {
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
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                            "patchmap": false,
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072123",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-bites-mature-cheddar-and-onion-crackers-125g/",
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                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "caramel",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070649",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070649",
                    "product_name": "Jacob's Bites Mature Cheddar & Onion Crackers, 125g",
                    "gtin": "5000168002330",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-bites-mature-cheddar-and-onion-crackers-125g/",
                    "sub_type": "Crackers, Snack Crackers, Savoury Bites, Cheese Crackers, Lunchbox Snacks",
                    "variant_or_style": "jacobs-bites-mature-cheddar-and-onion-crackers-125g",
                    "single_origin": "no",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.92",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "caramel",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "midday, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "yes",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "cheese-crackers",
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "midday, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "caramel"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-bites-mature-cheddar-and-onion-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070649",
                "product_json_route": "https://crackers.biz/product/jacobs-bites-mature-cheddar-and-onion-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-bites-mature-cheddar-and-onion-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-bites-mature-cheddar-and-onion-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-bites-mature-cheddar-and-onion-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-bites-mature-cheddar-and-onion-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070649",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-mature-cheddar-and-onion-crackers-125g-5000168002330-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072123",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070649&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070649",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s bites mature cheddar onion crackers 125g jacob s 5000168002330 jacobs bites mature cheddar and onion crackers 125g biscuits pack required crackers caramel cheese crackers crackers crispbreads snack crackers 1070649 jacob s bites mature cheddar onion crackers 125g 5000168002330 jacob s https crackers biz product jacobs bites mature cheddar and onion crackers 125g crackers snack crackers savoury bites cheese crackers lunchbox snacks jacobs bites mature cheddar and onion crackers 125g no pack required n a crackers 125 pack 2 4 1 92 mid pack required pack required pack required pack required pack required no caramel pack required pack required midday afternoon no yes pack required yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs cheese crackers crackers crispbreads snack crackers crackers pack required pack required pack required yes pack required yes midday afternoon caramel mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f81a2f8718e05976caf493a53d2a409cd3bfbc1856bc967f28c2a02f96730536"
            }
        },
        {
            "product_id": "1070650",
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            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "5000168002293",
            "sku": "jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g",
            "slug": "jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g",
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            "canonical_product_url": "https://crackers.biz/product/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
            "product_json_route": "https://crackers.biz/product/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070650",
            "price": "2.2",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.7600000000000002,
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                "comparison_price_gbp": 1.7600000000000002,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 1.7600000000000002,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Bites Sweet Chilli & Sour Cream Flavour Crackers, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072124",
                "attachment_id": 1072124,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 45940,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "avif": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1500
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072124",
                    "attachment_id": 1072124,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack.jpg",
                        "width": 1500,
                        "height": 1500,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072124",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070650",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
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                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
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                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
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                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
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                    "product_url": "https://crackers.biz/product/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
                    "sub_type": "Biscuits, Crackers, Savoury Crackers, Snacking Crackers",
                    "variant_or_style": "jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g",
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                    "region": "n/a",
                    "format": "crackers",
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                    "price_per_100g_gbp": "1.76",
                    "price_tier": "value",
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                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
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                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070650",
                "product_json_route": "https://crackers.biz/product/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070650",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-bites-sweet-chilli-and-sour-cream-flavour-crackers-125g-5000168002293-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072124",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070650&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070650",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "3f3f8e5d53b7f0c94d1f60f3eeca639dee6259204f7e3f01cc101df4b4b72665"
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        },
        {
            "product_id": "1070651",
            "name": "Jacob's Cheddars Cheese Biscuits - Red Leicester Flavour, 150g",
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            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Cheese crackers",
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 2091,
                    "name": "Cheese crackers",
                    "slug": "cheese-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
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            "slug": "jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g",
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            "canonical_product_url": "https://crackers.biz/product/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
            "product_json_route": "https://crackers.biz/product/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070651",
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            "regular_price_gbp": 3,
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            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.6,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
            "buy_url": "https://crackers.biz/buy/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g-5000168034164-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g-5000168034164-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g-5000168034164-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g-5000168034164-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g-5000168034164-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072125",
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                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g-5000168034164-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g-5000168034164-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 21232,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072125",
                    "attachment_id": 1072125,
                    "source": {
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                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g-5000168034164-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072125",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "biscuits"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070651",
                "same_brand_products": [
                    {
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                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
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                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
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                    },
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                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
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                        "stock_status": "instock",
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                        "curator_opinion": {
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                    },
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                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
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                        "curator_opinion": {
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                    },
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                    },
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                        "curator_opinion": {
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                    },
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    }
                ],
                "same_category_products": [
                    {
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                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        "currency": "GBP",
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                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
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                        "brand": "Ryvita",
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                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
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                    "gtin": "5000168034164",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
                    "sub_type": "Crackers, Cheese Biscuit, Savoury Snacks, Sharing",
                    "variant_or_style": "jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.6",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "pack_required",
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                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
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                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
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                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "cheese-crackers",
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
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                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
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                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070651",
                "product_json_route": "https://crackers.biz/product/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070651",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-cheddars-cheese-biscuits-red-leicester-flavour-150g-5000168034164-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072125",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070651&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070651",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
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                    "focus_friendly",
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                ],
                "required_resource_links": [
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
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                    "gtin",
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                    "stock_status",
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                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                    "canonical_url": "https://crackers.biz/brand/jacobs/"
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            ],
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                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
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                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
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            "product_json_route": "https://crackers.biz/product/jacobs-choice-grain-multigrain-crackers-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-choice-grain-multigrain-crackers-200g/.md",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
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            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-choice-grain-multigrain-crackers-200g/",
            "buy_url": "https://crackers.biz/buy/jacobs-choice-grain-multigrain-crackers-200g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-choice-grain-multigrain-crackers-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-choice-grain-multigrain-crackers-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-choice-grain-multigrain-crackers-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-choice-grain-multigrain-crackers-200g-5000137400907-front-of-pack.avif",
            "image": {
                "role": "primary",
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                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-choice-grain-multigrain-crackers-200g-5000137400907-front-of-pack.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-choice-grain-multigrain-crackers-200g-5000137400907-front-of-pack.avif",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
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                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
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                        "max_width": 600
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                },
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                        "authority": "crackers Image Estate Authority",
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                        "schema_version": "crackers-image-truth-v1",
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                    "attachment_id": 1072126,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-choice-grain-multigrain-crackers-200g-5000137400907-front-of-pack.jpg",
                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
                        "classification": "historical_cap_candidate",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-choice-grain-multigrain-crackers-200g-5000137400907-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072126",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-choice-grain-multigrain-crackers-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070652",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070652",
                    "product_name": "Jacob's Choice Grain Multigrain Crackers, 200g",
                    "gtin": "5000137400907",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-choice-grain-multigrain-crackers-200g/",
                    "sub_type": "Crackers, Savoury Crackers, Cheeseboard Crackers, Multigrain Crackers",
                    "variant_or_style": "jacobs-choice-grain-multigrain-crackers-200g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "1.3",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "no",
                    "added_flavour_ingredients": "n/a",
                    "recommended_time_of_day": "midday, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "wholegrain-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "midday, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-choice-grain-multigrain-crackers-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070652",
                "product_json_route": "https://crackers.biz/product/jacobs-choice-grain-multigrain-crackers-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-choice-grain-multigrain-crackers-200g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-choice-grain-multigrain-crackers-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-choice-grain-multigrain-crackers-200g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-choice-grain-multigrain-crackers-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070652",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-choice-grain-multigrain-crackers-200g-5000137400907-front-of-pack.avif",
                "image_record_id": "wp-attachment-1072126",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070652&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070652",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s choice grain multigrain crackers 200g jacob s 5000137400907 jacobs choice grain multigrain crackers 200g biscuits pack required crackers biscuits crackers crispbreads wholegrain and seeded 1070652 jacob s choice grain multigrain crackers 200g 5000137400907 jacob s https crackers biz product jacobs choice grain multigrain crackers 200g crackers savoury crackers cheeseboard crackers multigrain crackers jacobs choice grain multigrain crackers 200g not claimed pack required n a crackers 200 pack 2 6 1 3 value pack required pack required pack required pack required pack required pack required biscuits no n a midday afternoon no may contain milk no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crackers crispbreads wholegrain crackers crackers pack required pack required pack required may contain milk no yes midday afternoon biscuits value 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4f44c039084a34c3da986225274104f26c0435cb4ac2bad8ff057e091a881c26"
            }
        },
        {
            "product_id": "1070653",
            "name": "Jacob's Cornish Wafers Crackers, 150g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Cream crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2090,
                    "name": "Cream crackers",
                    "slug": "cream-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                }
            ],
            "gtin": "5000137277929",
            "sku": "jacobs-cornish-wafers-crackers-150g",
            "slug": "jacobs-cornish-wafers-crackers-150g",
            "short_description": "Jacob's Cornish Wafers are rich, flaky, layered crackers made from just fortified wheat flour, palm oil, wheat starch and salt. There is no raising agent in the list: flaky crackers like these get their layers from fat worked through the dough.The pack carries a vegetarian claim and says it may contain milk. At 29.1g of fat and only 0.4g of sugars per 100g, they are rich but not sweet, a cracker for Cheddar and strong cheeses.Ingredients and dietary: Contains gluten and may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-cornish-wafers-crackers-150g/",
            "product_json_route": "https://crackers.biz/product/jacobs-cornish-wafers-crackers-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-cornish-wafers-crackers-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070653",
            "price": "2.6",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.7333333333333334,
                "weight_g": 150,
                "comparison_price_gbp": 1.7333333333333334,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.7333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-cornish-wafers-crackers-150g/",
            "buy_url": "https://crackers.biz/buy/jacobs-cornish-wafers-crackers-150g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-cornish-wafers-crackers-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-cornish-wafers-crackers-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-cornish-wafers-crackers-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-cornish-wafers-crackers-150g-5000137277929-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Cornish Wafers Crackers, 150g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-cornish-wafers-crackers-150g-5000137277929-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-cornish-wafers-crackers-150g-5000137277929-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-cornish-wafers-crackers-150g-5000137277929-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-cornish-wafers-crackers-150g-5000137277929-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072127",
                "attachment_id": 1072127,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-cornish-wafers-crackers-150g-5000137277929-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-cornish-wafers-crackers-150g-5000137277929-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 22923,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072127",
                    "attachment_id": 1072127,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-cornish-wafers-crackers-150g-5000137277929-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-cornish-wafers-crackers-150g-5000137277929-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072127",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-cornish-wafers-crackers-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
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                    "source_of_truth": "derived_runtime",
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                },
                {
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            ],
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                "source_of_truth": "crackers Image Estate Authority",
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                    "avif": {
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                    "visual_family_id": "wp-attachment-1072128",
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                        "integrity_status": "not_verified_for_request",
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                            "patchmap": false,
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                            "provenance": false,
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
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                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072128",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
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            "citation_anchor": "https://crackers.biz/product/jacobs-cream-cracker-multipack-8-snack-packs-185g/",
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            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
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                "applies": {
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                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
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                        ],
                        "disallowed_wording": [
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                            "guaranteed available"
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                        "allowed_surfaces": [
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                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
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                            "autonomous purchase",
                            "agent can add to basket"
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                        "evidence_strength": "computed_from_product_meta",
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                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
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                            "remarkable value",
                            "premium at value"
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                        "allowed_surfaces": [
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                            "products-json",
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                            "recommendation"
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                        "review_status": "approved",
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                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "claim.delivery.scope": {
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                        "evidence_strength": "catalogue_verified",
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                        ],
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                        ],
                        "maps_live_strings": [
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                            "absolute global delivery reach claims"
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                        "allowed_surfaces": [
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                            "delivery",
                            "ai"
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                        "review_status": "approved",
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                },
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                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                    {
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                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
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                ],
                "ingredient_family": "biscuits",
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                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                        "curator_opinion": {
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                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
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                        "curator_opinion": {
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                        }
                    },
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                        "brand": "Trimlyne",
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        "currency": "GBP",
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                        }
                    },
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
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                        }
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                            "available": false
                        }
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
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                "linked_wiki_topics": [],
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                "graph_enrichment_status": {
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                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "import_ready": true,
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                    "_crackers_catalogue_{field}",
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                    "astringency",
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                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
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                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-cream-cracker-multipack-8-snack-packs-185g/",
                    "sub_type": "Crackers, Cream Crackers, Multipack, Savoury Biscuits",
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                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
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                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
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                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
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                    ],
                    "category_slugs": [
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                    "format": "crackers"
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                    "food_pairings": [],
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                    "flavour_notes": [
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                },
                "graph_signals": {
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                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
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                }
            },
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                "product_markdown_route": "https://crackers.biz/product/jacobs-cream-cracker-multipack-8-snack-packs-185g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-cream-cracker-multipack-8-snack-packs-185g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-cream-cracker-multipack-8-snack-packs-185g/",
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                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
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                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070654",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
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                "catalogue_missing_fields": [
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                "linked_wiki_topic_count": 0,
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            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
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            "availability": "https://schema.org/InStock",
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                "is_in_stock": true,
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                "filename": "www-crackers-biz-jacobs-crispbreads-chive-crackers-5x38g-5000168178097-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 43688,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072129",
                    "attachment_id": 1072129,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-crispbreads-chive-crackers-5x38g-5000168178097-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-crispbreads-chive-crackers-5x38g-5000168178097-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072129",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-crispbreads-chive-crackers-5x38g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070655",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 21,
                "missing_fields": [
                    "servings_per_pack",
                    "price_per_100g_gbp",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070655",
                    "product_name": "Jacob's Crispbreads Chive Crackers 5x38g",
                    "gtin": "5000168178097",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-crispbreads-chive-crackers-5x38g/",
                    "sub_type": "Crackers, Savoury Crackers, Crispbread, Multipack, Lunchbox Snacks, Flavoured Crackers",
                    "variant_or_style": "jacobs-crispbreads-chive-crackers-5x38g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "190",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": null,
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "chive, named on the front of the pack according to the published pack listing; the seasoning declaration itself, including whether it is a compound seasoning, is printed on the current UK pack and has not been read",
                    "recommended_time_of_day": "midday, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "crispbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "midday, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-crispbreads-chive-crackers-5x38g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070655",
                "product_json_route": "https://crackers.biz/product/jacobs-crispbreads-chive-crackers-5x38g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-crispbreads-chive-crackers-5x38g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-crispbreads-chive-crackers-5x38g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-crispbreads-chive-crackers-5x38g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-crispbreads-chive-crackers-5x38g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070655",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-crispbreads-chive-crackers-5x38g-5000168178097-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072129",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070655&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070655",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 21,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "price_per_100g_gbp",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s crispbreads chive crackers 5x38g jacob s 5000168178097 jacobs crispbreads chive crackers 5x38g biscuits pack required crackers biscuits crackers crispbreads crispbreads 1070655 jacob s crispbreads chive crackers 5x38g 5000168178097 jacob s https crackers biz product jacobs crispbreads chive crackers 5x38g crackers savoury crackers crispbread multipack lunchbox snacks flavoured crackers jacobs crispbreads chive crackers 5x38g not claimed pack required n a crackers 190 pack 2 4 mid pack required pack required pack required pack required pack required pack required biscuits yes chive named on the front of the pack according to the published pack listing the seasoning declaration itself including whether it is a compound seasoning is printed on the current uk pack and has not been read midday afternoon no may contain milk no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crackers crispbreads crispbreads crackers pack required pack required pack required may contain milk no yes midday afternoon biscuits mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "136d249da7a000af79fd6a420ae5050b772bdd9bfa138f1fc7941e2c29fef183"
            }
        },
        {
            "product_id": "1070656",
            "name": "Jacob's Flatbread Salt & Pepper Crackers, 150g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Thins and flatbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2093,
                    "name": "Thins and flatbreads",
                    "slug": "thins-and-flatbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                }
            ],
            "gtin": "5000168158617",
            "sku": "jacobs-flatbread-salt-and-pepper-crackers-150g",
            "slug": "jacobs-flatbread-salt-and-pepper-crackers-150g",
            "short_description": "Jacob's Flatbreads Salt and Pepper are thin, crisp flatbread crackers with 4% poppy seeds, black pepper and salt. The pack carries a vegetarian claim.They are lean for a flavoured cracker, at 8.7g of fat per 100g on the label data, with 5g of fibre and 11.3g of protein.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-flatbread-salt-and-pepper-crackers-150g/",
            "product_json_route": "https://crackers.biz/product/jacobs-flatbread-salt-and-pepper-crackers-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-flatbread-salt-and-pepper-crackers-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070656",
            "price": "2.6",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.7333333333333334,
                "weight_g": 150,
                "comparison_price_gbp": 1.7333333333333334,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.7333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-flatbread-salt-and-pepper-crackers-150g/",
            "buy_url": "https://crackers.biz/buy/jacobs-flatbread-salt-and-pepper-crackers-150g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-flatbread-salt-and-pepper-crackers-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-flatbread-salt-and-pepper-crackers-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-flatbread-salt-and-pepper-crackers-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-flatbread-salt-and-pepper-crackers-150g-5000168158617-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Flatbread Salt & Pepper Crackers, 150g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-flatbread-salt-and-pepper-crackers-150g-5000168158617-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-flatbread-salt-and-pepper-crackers-150g-5000168158617-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-flatbread-salt-and-pepper-crackers-150g-5000168158617-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-flatbread-salt-and-pepper-crackers-150g-5000168158617-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072130",
                "attachment_id": 1072130,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-flatbread-salt-and-pepper-crackers-150g-5000168158617-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-flatbread-salt-and-pepper-crackers-150g-5000168158617-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 38315,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072130",
                    "attachment_id": 1072130,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-flatbread-salt-and-pepper-crackers-150g-5000168158617-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-flatbread-salt-and-pepper-crackers-150g-5000168158617-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072130",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-flatbread-salt-and-pepper-crackers-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070656",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
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                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-flatbread-salt-and-pepper-crackers-150g/",
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                    "servings_per_pack": null,
                    "packaging_type": "pack",
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                    "price_per_100g_gbp": "1.7333333333333",
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
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                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
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                    "stock_level": "instock",
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                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
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                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
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                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "thins-and-flatbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
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                    "contains_nuts": "pack_required",
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                },
                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
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                "product_json_route": "https://crackers.biz/product/jacobs-flatbread-salt-and-pepper-crackers-150g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-flatbread-salt-and-pepper-crackers-150g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-flatbread-salt-and-pepper-crackers-150g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-flatbread-salt-and-pepper-crackers-150g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-flatbread-salt-and-pepper-crackers-150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070656",
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                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070656",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s flatbread salt pepper crackers 150g jacob s 5000168158617 jacobs flatbread salt and pepper crackers 150g biscuits pack required crackers biscuits crackers crispbreads thins and flatbreads 1070656 jacob s flatbread salt pepper crackers 150g 5000168158617 jacob s https crackers biz product jacobs flatbread salt and pepper crackers 150g crackers savoury crackers flatbread crackers flavoured crackers dipping crackers jacobs flatbread salt and pepper crackers 150g not claimed pack required n a crackers 150 pack 2 6 1 7333333333333 value pack required pack required pack required pack required pack required pack required biscuits yes salt and black pepper named on the front of the pack according to the published pack listing the seasoning declaration itself is printed on the current uk pack and has not been read midday afternoon no no pack required yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crackers crispbreads thins and flatbreads crackers pack required pack required pack required no pack required yes midday afternoon biscuits value 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "07f7869d3b5d19b11afca496456245fef82e34eebfb9f09f36a10b3e6becef7f"
            }
        },
        {
            "product_id": "1070657",
            "name": "Jacob's High Fibre Cream Crackers, 200g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Cream crackers",
                "Wholegrain and seeded"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2090,
                    "name": "Cream crackers",
                    "slug": "cream-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                },
                {
                    "term_id": 2101,
                    "name": "Wholegrain and seeded",
                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                }
            ],
            "gtin": "5000137159614",
            "sku": "jacobs-high-fibre-cream-crackers-200g",
            "slug": "jacobs-high-fibre-cream-crackers-200g",
            "short_description": "Jacob's High Fibre Cream Crackers are the cream cracker with more fibre: 3% wheat bran and 3% vegetable fibre (inulin and pea) go into the dough, for 6.4g of fibre per 100g on the label. The pack carries vegan and vegetarian claims.The label gives 25 crackers in the 200g pack, each 7.3g. They look and behave like a cream cracker, with a slightly heartier, bran flecked bite.Ingredients and dietary: Contains gluten, no milk ingredient listed and labelled vegan. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 200g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-high-fibre-cream-crackers-200g/",
            "product_json_route": "https://crackers.biz/product/jacobs-high-fibre-cream-crackers-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-high-fibre-cream-crackers-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070657",
            "price": "2.6",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.3,
                "weight_g": 200,
                "comparison_price_gbp": 1.3,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.3,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-high-fibre-cream-crackers-200g/",
            "buy_url": "https://crackers.biz/buy/jacobs-high-fibre-cream-crackers-200g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-high-fibre-cream-crackers-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-high-fibre-cream-crackers-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-high-fibre-cream-crackers-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-high-fibre-cream-crackers-200g-5000137159614-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's High Fibre Cream Crackers, 200g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-high-fibre-cream-crackers-200g-5000137159614-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-high-fibre-cream-crackers-200g-5000137159614-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-high-fibre-cream-crackers-200g-5000137159614-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-high-fibre-cream-crackers-200g-5000137159614-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072131",
                "attachment_id": 1072131,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-high-fibre-cream-crackers-200g-5000137159614-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-high-fibre-cream-crackers-200g-5000137159614-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 25357,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072131",
                    "attachment_id": 1072131,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-high-fibre-cream-crackers-200g-5000137159614-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-high-fibre-cream-crackers-200g-5000137159614-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072131",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-high-fibre-cream-crackers-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Cream crackers",
                        "slug": "cream-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070657",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
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                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
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                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
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            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
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                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
            "buy_url": "https://crackers.biz/buy/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Mini Cheddars Original Baked Snacks Christmas, 260g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072133",
                "attachment_id": 1072133,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27719,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072133",
                    "attachment_id": 1072133,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072133",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070659",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070659",
                    "product_name": "Jacob's Mini Cheddars Original Baked Snacks Christmas, 260g",
                    "gtin": "5000168131092",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
                    "sub_type": "Crackers, Cheese Snacks, Baked Snacks, Sharing, Seasonal",
                    "variant_or_style": "jacobs-mini-cheddars-original-baked-snacks-christmas-260g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "260",
                    "servings_per_pack": null,
                    "packaging_type": "carton",
                    "price_gbp": "4",
                    "price_per_100g_gbp": "1.5384615384615",
                    "price_tier": "mainstream",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "evening, anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "yes",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "cheese-crackers",
                        "crackers-crispbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "evening, anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mainstream"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070659",
                "product_json_route": "https://crackers.biz/product/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-mini-cheddars-original-baked-snacks-christmas-260g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070659",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-mini-cheddars-original-baked-snacks-christmas-260g-5000168131092-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072133",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070659&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070659",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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                "tokens_sha256": "e35a802e5a049b414dc1ccf9b5798c4f31565a02024afa465ebae1850d9ef93b"
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        },
        {
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            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers",
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            "category_entities": [
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                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
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                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                },
                {
                    "term_id": 2101,
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                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                }
            ],
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            "canonical_product_url": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
            "product_json_route": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070660",
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            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 7.5,
                "comparison_unit": "100g",
                "pack_label": "40g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 7.5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
            "buy_url": "https://crackers.biz/buy/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
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            "buy_card_route": "https://crackers.biz/buy-card/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g-5000168015279-front-of-pack-600x600.avif",
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                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g-5000168015279-front-of-pack-600x600.avif",
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                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g-5000168015279-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g-5000168015279-front-of-pack.jpg.json",
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                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g-5000168015279-front-of-pack-600x600.avif",
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                "file_size_bytes": 39313,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
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                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
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                    "source": {
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                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
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                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                    },
                    "sidecars": {
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
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                        },
                        "companion_warnings": {
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072136",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
            "attributes": {
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                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.immunity.naming": {
                        "claim_type": "health",
                        "risk_level": "high",
                        "evidence_strength": "editorial_reviewed",
                        "allowed_wording": [
                            "Product or brand names may contain immunity wording; editorial copy must frame evidence cautiously."
                        ],
                        "disallowed_wording": [
                            "boosts immunity",
                            "immune system boost",
                            "prevents colds"
                        ],
                        "maps_live_strings": [
                            "Immunity",
                            "Boost Immunity",
                            "Immune"
                        ],
                        "governance_note": "Immunity terms are allowed as product/name taxonomy only or cautious support language, never as a clinical outcome.",
                        "allowed_surfaces": [
                            "product",
                            "wiki",
                            "search"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.immunity.naming",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070660",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070660",
                    "product_name": "Jacob's On the Go 5 x Fibre Boost Black Seed & Quinoa Crackers, 40g",
                    "gtin": "5000168015279",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
                    "sub_type": "Crackers, Seeded Crackers, Snack Packs, Multipack, Savoury Biscuits",
                    "variant_or_style": "jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "carton",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "7.5",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "midday, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers",
                        "wholegrain-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "midday, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070660",
                "product_json_route": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
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                "citation_anchor": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070660",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-black-seed-and-quinoa-crackers-40g-5000168015279-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072136",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070660&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070660",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
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                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
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            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
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                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
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            "brand_entities": [
                {
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                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
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            ],
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                "Snack crackers",
                "Wholegrain and seeded"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                },
                {
                    "term_id": 2101,
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                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                }
            ],
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            "canonical_product_url": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g/",
            "product_json_route": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070661",
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            "price_gbp": 3,
            "regular_price_gbp": 3.75,
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                "serving_unit": null,
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                "comparison_unit": "100g",
                "pack_label": "46g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 6.521739130434782,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g/",
            "buy_url": "https://crackers.biz/buy/jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g-5000168014555-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's On the Go 5 x Fibre Boost Oats & Wholegrain Crackers, 46g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g-5000168014555-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g-5000168014555-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g-5000168014555-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g-5000168014555-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072137",
                "attachment_id": 1072137,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g-5000168014555-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g-5000168014555-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 37704,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072137",
                    "attachment_id": 1072137,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g-5000168014555-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g-5000168014555-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072137",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-on-the-go-5-x-fibre-boost-oats-and-wholegrain-crackers-46g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
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                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.immunity.naming": {
                        "claim_type": "health",
                        "risk_level": "high",
                        "evidence_strength": "editorial_reviewed",
                        "allowed_wording": [
                            "Product or brand names may contain immunity wording; editorial copy must frame evidence cautiously."
                        ],
                        "disallowed_wording": [
                            "boosts immunity",
                            "immune system boost",
                            "prevents colds"
                        ],
                        "maps_live_strings": [
                            "Immunity",
                            "Boost Immunity",
                            "Immune"
                        ],
                        "governance_note": "Immunity terms are allowed as product/name taxonomy only or cautious support language, never as a clinical outcome.",
                        "allowed_surfaces": [
                            "product",
                            "wiki",
                            "search"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.immunity.naming",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070661",
                "same_brand_products": [
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                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
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                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
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                        "brand": "Jacob's",
                        "gtin": "5000168034409",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
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                        "stock_status": "instock",
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                            "available": false
                        }
                    },
                    {
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                        "brand": "Jacob's",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
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                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
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                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
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                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
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                        "ingredient_family": "biscuits",
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                            "available": false
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                    },
                    {
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
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                            "available": false
                        }
                    },
                    {
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                        "gtin": "not_present_in_source",
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                        }
                    },
                    {
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    }
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                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "schema_version": "catalogue-audit-2026-06-17",
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                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
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                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
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                    "source_of_truth": "derived_runtime",
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                    "linked_wiki_topic_count": 0,
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                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s on the go 5 x fibre boost oats wholegrain crackers 46g jacob s 5000168014555 jacobs on the go fibre boost oats and wholegrain crackers 5 x 46g biscuits pack required crackers biscuits crackers crispbreads snack crackers wholegrain and seeded 1070661 jacob s on the go 5 x fibre boost oats wholegrain crackers 46g 5000168014555 jacob s https crackers biz product jacobs on the go 5 x fibre boost oats and wholegrain crackers 46g crackers oat crackers snack packs multipack savoury biscuits jacobs on the go 5 x fibre boost oats and wholegrain crackers 46g not claimed pack required n a crackers 230 carton 3 6 5217391304348 mid pack required pack required pack required pack required pack required pack required biscuits pack required pack required midday afternoon no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crackers crispbreads snack crackers wholegrain crackers crackers pack required pack required pack required pack required pack required pack required midday afternoon biscuits mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "bdd1e9fc6c7a6d861a023276d77afca231e99d7c1779b1f7bf9e6e432f88f0d0"
            }
        },
        {
            "product_id": "1070662",
            "name": "Jacob's Original Cream Crackers Twin Pack, 2 x 300g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Cream crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2090,
                    "name": "Cream crackers",
                    "slug": "cream-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                }
            ],
            "gtin": "5000168212517",
            "sku": "jacobs-original-cream-crackers-twin-pack-2-x-300g",
            "slug": "jacobs-original-cream-crackers-twin-pack-2-x-300g",
            "short_description": "Jacob's Original Cream Crackers in a twin pack of 2 x 300g: 600g of the plain, crisp everyday cracker, split into two packs so the second stays sealed and crisp.The label data gives 442 kcal, 13.6g of fat and 1.3g of salt per 100g. The full ingredient list and allergy advice are printed on the pack.Ingredients and dietary: Contains gluten. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 600g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-2-x-300g/",
            "product_json_route": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-2-x-300g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-2-x-300g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070662",
            "price": "3.4",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.1333333333333333,
                "weight_g": 300,
                "comparison_price_gbp": 1.1333333333333333,
                "comparison_unit": "100g",
                "pack_label": "300g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 1.1333333333333333,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-twin-pack-2-x-300g/",
            "buy_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-twin-pack-2-x-300g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-twin-pack-2-x-300g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-twin-pack-2-x-300g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-twin-pack-2-x-300g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-2-x-300g-5000168212517-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Original Cream Crackers Twin Pack, 2 x 300g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-2-x-300g-5000168212517-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-2-x-300g-5000168212517-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-2-x-300g-5000168212517-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-2-x-300g-5000168212517-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072138",
                "attachment_id": 1072138,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-2-x-300g-5000168212517-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-original-cream-crackers-twin-pack-2-x-300g-5000168212517-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 30029,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072138",
                    "attachment_id": 1072138,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-2-x-300g-5000168212517-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-2-x-300g-5000168212517-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072138",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-2-x-300g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Cream crackers",
                        "slug": "cream-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070662",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
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            "buy_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-twin-pack-200g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-twin-pack-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-twin-pack-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-twin-pack-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Original Cream Crackers Twin pack, 200g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072139",
                "attachment_id": 1072139,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31648,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072139",
                    "attachment_id": 1072139,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072139",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Cream crackers",
                        "slug": "cream-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070663",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070663",
                    "product_name": "Jacob's Original Cream Crackers Twin pack, 200g",
                    "gtin": "5000137269900",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-200g/",
                    "sub_type": "Crackers, Cream Crackers, Twin Pack, Everyday Crackers, Savoury Biscuits",
                    "variant_or_style": "jacobs-original-cream-crackers-twin-pack-200g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "400",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "1.5",
                    "price_tier": "budget",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "cream-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070663",
                "product_json_route": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-200g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-twin-pack-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-twin-pack-200g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-original-cream-crackers-twin-pack-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070663",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-twin-pack-200g-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072139",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070663&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070663",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s original cream crackers twin pack 200g jacob s 5000137269900 jacobs original cream crackers twin pack 2 x 200g biscuits pack required crackers biscuits crackers crispbreads cream crackers 1070663 jacob s original cream crackers twin pack 200g 5000137269900 jacob s https crackers biz product jacobs original cream crackers twin pack 200g crackers cream crackers twin pack everyday crackers savoury biscuits jacobs original cream crackers twin pack 200g not claimed pack required n a crackers 400 pack 3 1 5 budget pack required pack required pack required pack required pack required pack required biscuits pack required pack required anytime no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crackers crispbreads cream crackers crackers pack required pack required pack required pack required pack required pack required anytime biscuits budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "bd32c7d7d391c29338276b39fb571ba5153ba53f98d26a8adcaa1be825c01eae"
            }
        },
        {
            "product_id": "1070664",
            "name": "Jacob's Original Cream Crackers, 200g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Cream crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2090,
                    "name": "Cream crackers",
                    "slug": "cream-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                }
            ],
            "gtin": "5000137415970",
            "sku": "jacobs-original-cream-crackers-200g",
            "slug": "jacobs-original-cream-crackers-200g",
            "short_description": "Jacob's Original Cream Crackers, 200g: the plain, square, crisp cracker raised with yeast and made for butter and cheese. The ingredient list is five items long: fortified wheat flour, palm oil, salt, sodium bicarbonate and yeast.The label gives one cracker as 8g, and the label data gives 439 kcal, 13.6g of fat and 1.28g of salt per 100g.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 200g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-original-cream-crackers-200g/",
            "product_json_route": "https://crackers.biz/product/jacobs-original-cream-crackers-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-original-cream-crackers-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070664",
            "price": "2.2",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.1,
                "weight_g": 200,
                "comparison_price_gbp": 1.1,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 1.1,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-200g/",
            "buy_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-200g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Original Cream Crackers, 200g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072143",
                "attachment_id": 1072143,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 25795,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072143",
                    "attachment_id": 1072143,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072143",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-original-cream-crackers-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Cream crackers",
                        "slug": "cream-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070664",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070664",
                    "product_name": "Jacob's Original Cream Crackers, 200g",
                    "gtin": "5000137415970",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-original-cream-crackers-200g/",
                    "sub_type": "Biscuits, Crackers, Cream Crackers",
                    "variant_or_style": "jacobs-original-cream-crackers-200g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "1.1",
                    "price_tier": "budget",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "Lunch, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "cream-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "Lunch, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-original-cream-crackers-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070664",
                "product_json_route": "https://crackers.biz/product/jacobs-original-cream-crackers-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-original-cream-crackers-200g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-200g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-original-cream-crackers-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070664",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-200g-5000137415970-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072143",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070664&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070664",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s original cream crackers 200g jacob s 5000137415970 jacobs original cream crackers 200g biscuits pack required crackers biscuits crackers crispbreads cream crackers 1070664 jacob s original cream crackers 200g 5000137415970 jacob s https crackers biz product jacobs original cream crackers 200g biscuits crackers cream crackers jacobs original cream crackers 200g not claimed pack required n a crackers 200 pack 2 2 1 1 budget pack required pack required pack required pack required pack required pack required biscuits n a pack required lunch afternoon no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crackers crispbreads cream crackers crackers pack required pack required pack required no no yes lunch afternoon biscuits budget 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "0f570d4719c8eda906486d5140f6124bea17a21921a25ac47aacafed2743caf9"
            }
        },
        {
            "product_id": "1070665",
            "name": "Jacob's Original Cream Crackers, 300g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Cream crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2090,
                    "name": "Cream crackers",
                    "slug": "cream-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                }
            ],
            "gtin": "5000137121994",
            "sku": "jacobs-original-cream-crackers-300g",
            "slug": "jacobs-original-cream-crackers-300g",
            "short_description": "Jacob's Original Cream Crackers in the 300g pack: the plain, crisp everyday cracker, with vegan and vegetarian claims on the label. Fortified wheat flour, palm oil, salt, sodium bicarbonate and yeast are the whole recipe.The label gives a portion as 8g, and the label data gives 440 kcal, 13.5g of fat and 1.3g of salt per 100g.Ingredients and dietary: Contains gluten, no milk ingredient listed and labelled vegan. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 300g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-original-cream-crackers-300g/",
            "product_json_route": "https://crackers.biz/product/jacobs-original-cream-crackers-300g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-original-cream-crackers-300g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070665",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 0.8,
                "weight_g": 300,
                "comparison_price_gbp": 0.8,
                "comparison_unit": "100g",
                "pack_label": "300g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 0.8,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-300g/",
            "buy_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-300g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-original-cream-crackers-300g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-300g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-original-cream-crackers-300g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-300g-5000137121994-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Original Cream Crackers, 300g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-original-cream-crackers-300g-5000137121994-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-300g-5000137121994-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-300g-5000137121994-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-original-cream-crackers-300g-5000137121994-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072144",
                "attachment_id": 1072144,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-300g-5000137121994-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-original-cream-crackers-300g-5000137121994-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 20926,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072144",
                    "attachment_id": 1072144,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-300g-5000137121994-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-original-cream-crackers-300g-5000137121994-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072144",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-original-cream-crackers-300g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2090,
                        "name": "Cream crackers",
                        "slug": "cream-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cream-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070665",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
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            "buy_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072145",
                "attachment_id": 1072145,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 24891,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072145",
                    "attachment_id": 1072145,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072145",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070666",
                "same_brand_products": [
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                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
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                        "brand": "Jacob's",
                        "gtin": "5000168165165",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        }
                    },
                    {
                        "product_id": "1070669",
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                        "brand": "Jacob's",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "name": "Jacob's TUC Original Crackers Twin Pack 2x150g",
                        "brand": "Jacob's",
                        "gtin": "5000168037172",
                        "sku": "jacobs-tuc-original-crackers-twin-pack-2x150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    }
                ],
                "same_category_products": [
                    {
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                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
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                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        }
                    },
                    {
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                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
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                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
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                        "gtin": "not_present_in_source",
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        }
                    },
                    {
                        "product_id": "1070724",
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                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
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                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070666",
                    "product_name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                    "gtin": "5000168137605",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                    "sub_type": "Crackers, Savoury Crackers, Seasoned Crackers, Cheeseboard Crackers, Lunch Crackers",
                    "variant_or_style": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                    "single_origin": "no",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "1.1",
                    "price_tier": "mainstream",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "midday, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "midday, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mainstream"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070666",
                "product_json_route": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070666",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g-5000168137605-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072145",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070666&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070666",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s savours bakes salt cracked black pepper crackers 200g jacob s 5000168137605 jacobs savours bakes salt and cracked black pepper crackers 200g biscuits pack required crackers biscuits crackers crispbreads snack crackers 1070666 jacob s savours bakes salt cracked black pepper crackers 200g 5000168137605 jacob s https crackers biz product jacobs savours bakes salt and cracked black pepper crackers 200g crackers savoury crackers seasoned crackers cheeseboard crackers lunch crackers jacobs savours bakes salt and cracked black pepper crackers 200g no pack required n a crackers 200 pack 2 2 1 1 mainstream pack required pack required pack required pack required pack required pack required biscuits pack required pack required midday afternoon no may contain milk no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crackers crispbreads snack crackers crackers pack required pack required pack required may contain milk no yes midday afternoon biscuits mainstream 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "579d4a6ba9d135b4df70d38419efd69e6a3a288bd142adc058768e54fded5041"
            }
        },
        {
            "product_id": "1070667",
            "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Thins and flatbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2093,
                    "name": "Thins and flatbreads",
                    "slug": "thins-and-flatbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                }
            ],
            "gtin": "5000168165165",
            "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
            "slug": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
            "short_description": "Jacob's Savours Thins Sour Cream and Chive are thin, crisp crackers flavoured with dried chives (1%), dried soured cream (1%), onion and whey. Light enough to snack on, flavoured enough to eat alone.The label data gives 21.3g of fat, 16.5g of it saturates from coconut and palm oils, and 1.8g of salt per 100g. The label declares wheat (gluten) and milk.Ingredients and dietary: Contains gluten and contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
            "product_json_route": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070667",
            "price": "2.2",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.4666666666666668,
                "weight_g": 150,
                "comparison_price_gbp": 1.4666666666666668,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 1.4666666666666668,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
            "buy_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072146",
                "attachment_id": 1072146,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 24114,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072146",
                    "attachment_id": 1072146,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072146",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070667",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070670",
                        "name": "Jacob's TUC Original Crackers Twin Pack 2x150g",
                        "brand": "Jacob's",
                        "gtin": "5000168037172",
                        "sku": "jacobs-tuc-original-crackers-twin-pack-2x150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070667",
                    "product_name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                    "gtin": "5000168165165",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                    "sub_type": "Crackers, Savoury Snacks, Thin Crackers, Seasoned Crackers, Sour Cream & Chive",
                    "variant_or_style": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.2",
                    "price_per_100g_gbp": "1.4666666666667",
                    "price_tier": "budget",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "thins-and-flatbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070667",
                "product_json_route": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070667",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savours-thins-sour-cream-and-chive-crackers-150g-5000168165165-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072146",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070667&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070667",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
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            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
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                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d7b07836f8ea6705f03dc5140035f245a362efc9b2a7917fbc1bcde68aa7a0d0"
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        },
        {
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            "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Cracker selections",
                "Crackers & Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 2095,
                    "name": "Cracker selections",
                    "slug": "cracker-selections",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                }
            ],
            "gtin": "5000168158099",
            "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
            "slug": "jacobs-savoury-favourites-crackers-assortment-200g",
            "short_description": "Jacob's Savoury Favourites is a 200g assortment of Jacob's savoury crackers in one pack, a smaller mix for a cheese board or a snack plate.The full ingredient list is printed on the pack. The allergens listed in the label data are gluten, milk, nuts, sesame and soya, so read the pack carefully before serving anyone with an allergy.Ingredients and dietary: Contains gluten and contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 200g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
            "product_json_route": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070668",
            "price": "3.2",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.6,
                "weight_g": 200,
                "comparison_price_gbp": 1.6,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 1.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
            "buy_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-savoury-favourites-crackers-assortment-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-savoury-favourites-crackers-assortment-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Savoury Favourites Crackers Assortment, 200g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072147",
                "attachment_id": 1072147,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 50300,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
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                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072147",
                    "attachment_id": 1072147,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072147",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 2095,
                        "name": "Cracker selections",
                        "slug": "cracker-selections",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070668",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070670",
                        "name": "Jacob's TUC Original Crackers Twin Pack 2x150g",
                        "brand": "Jacob's",
                        "gtin": "5000168037172",
                        "sku": "jacobs-tuc-original-crackers-twin-pack-2x150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "brand": "Ryvita",
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                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
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                    "gtin": "5000168158099",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                    "sub_type": "Crackers, Cracker Assortment, Savoury, Cheeseboard Crackers, Savoury Biscuits",
                    "variant_or_style": "jacobs-savoury-favourites-crackers-assortment-200g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": "1.6",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
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                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
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                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
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                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "cracker-selections",
                        "crackers-crispbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070668",
                "product_json_route": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-savoury-favourites-crackers-assortment-200g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070668",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-savoury-favourites-crackers-assortment-200g-5000168158099-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072147",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070668&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070668",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "31ac8adca36ce4a5271fb046f204c96c0f4db3305c89b24a88abf2f826962f10"
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        },
        {
            "product_id": "1070669",
            "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Cheese crackers",
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 2091,
                    "name": "Cheese crackers",
                    "slug": "cheese-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
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                },
                {
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                    "taxonomy": "product_cat",
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            ],
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            "regular_price_gbp": 3,
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                "yield_source": null,
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
            "buy_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
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            "buy_card_route": "https://crackers.biz/buy-card/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-smoked-cheddar-flavour-baked-cheddars-150g-5000168005553-front-of-pack-600x600.avif",
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                "citation_eligible": true,
                "attribution_required": true,
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                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
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                    "webp": {
                        "candidate_count": 9,
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                        "authority": "crackers Image Estate Authority",
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                        "freshness": "live_attachment_fallback"
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                    "visual_family_id": "wp-attachment-1072151",
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                        "width": 1200,
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                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-smoked-cheddar-flavour-baked-cheddars-150g-5000168005553-front-of-pack-600x600.avif",
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                        "height": 600,
                        "format": "avif",
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                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
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                    },
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072151",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
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            "citation_anchor": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
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                "product_kind": "catalogue_item"
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            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
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                        "allowed_surfaces": [
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                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "claim.agent.action": {
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                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
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                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
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                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "claim.price.per_cup": {
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                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
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                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "claim.delivery.scope": {
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                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                },
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                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
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                "categories": [
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                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
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                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
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                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070669",
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                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        }
                    },
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                        "gtin": "not_present_in_source",
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
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                        "currency": "GBP",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        }
                    },
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
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                        }
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                "linked_recipes": [],
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                "linked_wiki_topics": [],
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                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
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                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
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                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
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                    "servings_per_pack",
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                    "astringency",
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                    "sweetness",
                    "bitterness",
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                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
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                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
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                    "variant_or_style": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
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                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
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                    "price_per_100g_gbp": "1.6",
                    "price_tier": "mid",
                    "organic": "pack_required",
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                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
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                    "flavour_notes": "biscuits",
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                    "astringency": "",
                    "body": "",
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                    "bitterness": "",
                    "mouthfeel": "",
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                    "added_flavour_ingredients": "pack_required",
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                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
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                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
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                    "soil_association": "product_meta",
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                    "flavour_notes": "derived_runtime",
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                    "sweetness": "missing_pending_catalogue_csv",
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                    "source_of_truth": "derived_runtime",
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                    ],
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                        "crackers-crispbreads",
                        "snack-crackers"
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                    "food_pairings": [],
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                    "linked_wiki_topic_count": 0,
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                    "same_category_count": 8
                }
            },
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                "product_markdown_route": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
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                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
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                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070669",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
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                "linked_wiki_topics": []
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                "catalogue_missing_field_count": 20,
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                    "astringency",
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                ],
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                "linked_wiki_topic_count": 0,
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            },
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            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
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                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
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                    "flavour_notes",
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                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
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                    "avif": {
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                    "webp": {
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072152",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070670",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 21,
                "missing_fields": [
                    "servings_per_pack",
                    "price_per_100g_gbp",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070670",
                    "product_name": "Jacob's TUC Original Crackers Twin Pack 2x150g",
                    "gtin": "5000168037172",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                    "sub_type": "Crackers, Savoury Snack, Salted, Twin Pack, Snacking Crackers",
                    "variant_or_style": "jacobs-tuc-original-crackers-twin-pack-2x150g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "300",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": null,
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070670",
                "product_json_route": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070670",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-original-crackers-twin-pack-2x150g-5000168037172-front-of-pack.avif",
                "image_record_id": "wp-attachment-1072152",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070670&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070670",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 21,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "price_per_100g_gbp",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s tuc original crackers twin pack 2x150g jacob s 5000168037172 jacobs tuc original crackers twin pack 2x150g biscuits pack required crackers biscuits crackers crispbreads snack crackers 1070670 jacob s tuc original crackers twin pack 2x150g 5000168037172 jacob s https crackers biz product jacobs tuc original crackers twin pack 2x150g crackers savoury snack salted twin pack snacking crackers jacobs tuc original crackers twin pack 2x150g not claimed pack required n a crackers 300 pack 3 4 mid pack required pack required pack required pack required pack required pack required biscuits n a pack required afternoon evening no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crackers crispbreads snack crackers crackers pack required pack required pack required pack required pack required pack required afternoon evening biscuits mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "58882b4ff85209b8812c856fa3dd805ef65cf441354b5017f6e7e12b878218a9"
            }
        },
        {
            "product_id": "1070671",
            "name": "Jacob's TUC Original Snack Crackers, 150g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "5000168031408",
            "sku": "jacobs-tuc-original-snack-crackers-150g",
            "slug": "jacobs-tuc-original-snack-crackers-150g",
            "short_description": "Jacob's TUC Original, 150g: the light, golden, salted snack cracker, made for a bowl with drinks or a quick topping of cream cheese.The full ingredient list, nutrition panel and allergy advice are printed on the pack you receive.Ingredients and dietary: the ingredient list and allergy advice are printed on the pack. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-original-snack-crackers-150g/",
            "product_json_route": "https://crackers.biz/product/jacobs-tuc-original-snack-crackers-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-tuc-original-snack-crackers-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070671",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.6,
                "weight_g": 150,
                "comparison_price_gbp": 1.6,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-tuc-original-snack-crackers-150g/",
            "buy_url": "https://crackers.biz/buy/jacobs-tuc-original-snack-crackers-150g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-tuc-original-snack-crackers-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-tuc-original-snack-crackers-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-tuc-original-snack-crackers-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-original-snack-crackers-150g-5000168031408-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's TUC Original Snack Crackers, 150g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-tuc-original-snack-crackers-150g-5000168031408-front-of-pack.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-original-snack-crackers-150g-5000168031408-front-of-pack.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-original-snack-crackers-150g-5000168031408-front-of-pack.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-original-snack-crackers-150g-5000168031408-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072153",
                "attachment_id": 1072153,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-tuc-original-snack-crackers-150g-5000168031408-front-of-pack.avif",
                "filename": "www-crackers-biz-jacobs-tuc-original-snack-crackers-150g-5000168031408-front-of-pack.avif",
                "width": 480,
                "height": 480,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 15312,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 5,
                        "max_width": 480
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 480
                    },
                    "webp": {
                        "candidate_count": 5,
                        "max_width": 480
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072153",
                    "attachment_id": 1072153,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-tuc-original-snack-crackers-150g-5000168031408-front-of-pack.jpg",
                        "width": 480,
                        "height": 480,
                        "mime": "image/jpeg",
                        "classification": "small_source_unclassified",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-tuc-original-snack-crackers-150g-5000168031408-front-of-pack.avif",
                        "width": 480,
                        "height": 480,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072153",
                    "warnings": [
                        "Source is genuinely small in the current estate, but provenance has not classified whether a larger original ever existed.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-tuc-original-snack-crackers-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070671",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "brand": "Jacob's",
                        "gtin": "5000168158099",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
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                        "curator_opinion": {
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                    },
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                        "brand": "Jacob's",
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                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                ],
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                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
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                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
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                    },
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                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                        "curator_opinion": {
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                    },
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                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
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                        "stock_status": "instock",
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                            "available": false
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                "linked_wiki_topics": [],
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                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
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                "import_ready": true,
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                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
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                    "focus_friendly",
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                    "food_pairings",
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                    "traditional_use"
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                    "astringency": "",
                    "body": "",
                    "sweetness": "",
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                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
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                    "priority": "normal",
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                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "product_meta",
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                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
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                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
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                "schema_version": "search-facets-2026-06-17",
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                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
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                    ],
                    "format": "crackers"
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                "hard_filters": {
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                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
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                "ranking_boosts": {
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                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    "mouthfeel": "",
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                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
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            },
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                "product_markdown_route": "https://crackers.biz/product/jacobs-tuc-original-snack-crackers-150g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-tuc-original-snack-crackers-150g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-tuc-original-snack-crackers-150g/",
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                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070671",
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                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070671",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
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                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
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                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
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                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
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                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
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        },
        {
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
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            ],
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                "Snack crackers"
            ],
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                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
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                    "taxonomy": "product_cat",
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            ],
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            "product_json_route": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/.json",
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            "price_per_100g_gbp": 1.517241379310345,
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                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
            "buy_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
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            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g-5000168007380-front-of-pack-600x600.avif",
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                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g-5000168007380-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g-5000168007380-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g-5000168007380-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072154",
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                "height": 600,
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
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                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
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                },
                "image_truth": {
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                        "authority": "crackers Image Estate Authority",
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                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
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                    "visual_family_id": "wp-attachment-1072154",
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                        "height": 800,
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                    "preferred": {
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                        "width": 600,
                        "height": 600,
                        "format": "avif",
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                    },
                    "no_upscale_rule": {
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                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
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                    },
                    "sidecars": {
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                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
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                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072154",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
            "attributes": {
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                "origin": "pack_required",
                "format": "crackers",
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            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
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                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
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                    "claim.agent.action": {
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                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "claim.price.per_cup": {
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                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
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                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
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                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
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                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
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                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
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                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
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                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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            },
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                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
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                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070672",
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                        "curator_opinion": {
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        }
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                    "gtin": "truth_spine_identifier_contract",
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                    "country_of_origin": "product_meta",
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                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
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                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
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                "filename": "www-crackers-biz-jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g-5000168012049-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 23586,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072155",
                    "attachment_id": 1072155,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g-5000168012049-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g-5000168012049-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072155",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070673",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070670",
                        "name": "Jacob's TUC Original Crackers Twin Pack 2x150g",
                        "brand": "Jacob's",
                        "gtin": "5000168037172",
                        "sku": "jacobs-tuc-original-crackers-twin-pack-2x150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070673",
                    "product_name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                    "gtin": "5000168012049",
                    "brand": "Jacob's",
                    "product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                    "sub_type": "Crackers, Savoury Crackers, Sandwich Crackers, Flavoured Crackers, Snacking Crackers",
                    "variant_or_style": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "145",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.6",
                    "price_per_100g_gbp": "1.7931034482759",
                    "price_tier": "budget",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "sweet chilli and sour cream flavour, by the name on the front of the pack according to the published pack listing; the seasoning and filling declarations, including whether any part is dairy-derived, are printed on the current UK pack and have not been read",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Jacob's",
                    "brand_slugs": [
                        "jacobs"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070673",
                "product_json_route": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/.json",
                "product_markdown_route": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/.md",
                "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070673",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g-5000168012049-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072155",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070673&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070673",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
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            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f0618f7872caf6f5dae665bc2fd520acbae9f774d13609d0c1e6fa97a923013c"
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        },
        {
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            "name": "Jacob's Krackawheat Crackers, 230g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Wholegrain and seeded"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2101,
                    "name": "Wholegrain and seeded",
                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                }
            ],
            "gtin": "5000168034409",
            "sku": "jacobs-krackawheat-crackers-230g",
            "slug": "jacobs-krackawheat-crackers-230g",
            "short_description": "Jacob's Krackawheat are wheat and rye crackers: flour (59%) and ryemeal (31%) make up most of the recipe, with a little lactic acid for tang. The pack carries vegan and vegetarian claims.At 6.5g of fibre per 100g on the label data, with 1g of sugars, they are hearty and savoury, a good everyday cracker for cheese and lunches. The label gives one cracker as 8g.Ingredients and dietary: Contains gluten, no milk ingredient listed and labelled vegan. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 230g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
            "product_json_route": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070674",
            "price": "3",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 1.3043478260869565,
                "comparison_unit": "100g",
                "pack_label": "230g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 1.3043478260869565,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
            "buy_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-krackawheat-crackers-230g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-krackawheat-crackers-230g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-krackawheat-crackers-230g-5000168034409-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Krackawheat Crackers, 230g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-krackawheat-crackers-230g-5000168034409-front-of-pack.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-krackawheat-crackers-230g-5000168034409-front-of-pack.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-krackawheat-crackers-230g-5000168034409-front-of-pack.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-krackawheat-crackers-230g-5000168034409-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072156",
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                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-krackawheat-crackers-230g-5000168034409-front-of-pack.avif",
                "filename": "www-crackers-biz-jacobs-krackawheat-crackers-230g-5000168034409-front-of-pack.avif",
                "width": 480,
                "height": 480,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 21350,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 5,
                        "max_width": 480
                    },
                    "avif": {
                        "candidate_count": 5,
                        "max_width": 480
                    },
                    "webp": {
                        "candidate_count": 5,
                        "max_width": 480
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072156",
                    "attachment_id": 1072156,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-krackawheat-crackers-230g-5000168034409-front-of-pack.jpg",
                        "width": 480,
                        "height": 480,
                        "mime": "image/jpeg",
                        "classification": "small_source_unclassified",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-krackawheat-crackers-230g-5000168034409-front-of-pack.avif",
                        "width": 480,
                        "height": 480,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072156",
                    "warnings": [
                        "Source is genuinely small in the current estate, but provenance has not classified whether a larger original ever existed.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
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                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070674",
                "same_brand_products": [
                    {
                        "product_id": "1070675",
                        "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
                        "brand": "Jacob's",
                        "gtin": "5000168032085",
                        "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070669",
                        "name": "Jacob's Smoked Cheddar Flavour Baked Cheddars, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168005553",
                        "sku": "jacobs-smoked-cheddar-flavour-baked-cheddars-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-smoked-cheddar-flavour-baked-cheddars-150g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070670",
                        "name": "Jacob's TUC Original Crackers Twin Pack 2x150g",
                        "brand": "Jacob's",
                        "gtin": "5000168037172",
                        "sku": "jacobs-tuc-original-crackers-twin-pack-2x150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-original-crackers-twin-pack-2x150g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
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                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
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                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
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                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
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                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
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                    "astringency",
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                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
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                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
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                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
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                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
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                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
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                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
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                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
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                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
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                "schema_version": "search-facets-2026-06-17",
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                    "brand_slugs": [
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                    "category_slugs": [
                        "crackers-crispbreads",
                        "wholegrain-crackers"
                    ],
                    "format": "crackers"
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                "hard_filters": {
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                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
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                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
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                }
            },
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                "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                "buy_card_route": "https://crackers.biz/buy-card/jacobs-krackawheat-crackers-230g/",
                "citation_anchor": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070674",
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                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070674",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " jacob s krackawheat crackers 230g jacob s 5000168034409 jacobs krackawheat crackers 230g biscuits pack required crackers biscuits crackers crispbreads wholegrain and seeded 1070674 jacob s krackawheat crackers 230g 5000168034409 jacob s https crackers biz product jacobs krackawheat crackers 230g crackers wheat crackers cheeseboard crackers everyday crackers savoury biscuits jacobs krackawheat crackers 230g not claimed pack required n a crackers 230 pack 3 1 304347826087 mid pack required pack required pack required pack required pack required yes biscuits pack required pack required anytime no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 jacob s jacobs crackers crispbreads wholegrain crackers crackers pack required pack required pack required no no yes anytime biscuits mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "819c58e0a104ea2d5f1ba6779a5f72ebb3fbffcc5508d459c9930097aacfd640"
            }
        },
        {
            "product_id": "1070675",
            "name": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g",
            "brand": "Jacob's",
            "brand_entities": [
                {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "5000168032085",
            "sku": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
            "slug": "jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g",
            "short_description": "Jacob's Mediterranean Pinch of Salt crackers come in a multipack of five, 190g and 20 crackers in total according to the label, with each cracker 9.5g. A light, malty cracker finished with salt.The recipe uses fortified wheat flour, palm oil, barley and barley malt extract, glucose syrup and salt, raised with ammonium and sodium bicarbonate. The label says it may also contain sesame seeds, milk and egg.Ingredients and dietary: Contains gluten and may contain milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 190g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
            "product_json_route": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/.json",
            "product_markdown_route": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070675",
            "price": "2.2",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.1578947368421053,
                "weight_g": 190,
                "comparison_price_gbp": 1.1578947368421053,
                "comparison_unit": "100g",
                "pack_label": "190g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 1.1578947368421053,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
            "buy_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
            "human_purchase_url": "https://crackers.biz/buy/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
            "buy_card_route": "https://crackers.biz/buy-card/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
            "buy_card_url": "https://crackers.biz/buy-card/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g-5000168032085-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Jacob's Mediterranean Pinch of Salt Crackers Multipack, 5 Pack 190g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g-5000168032085-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g-5000168032085-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g-5000168032085-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g-5000168032085-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072157",
                "attachment_id": 1072157,
                "relative_upload_path": "2026/09/www-crackers-biz-jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g-5000168032085-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g-5000168032085-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 46685,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072157",
                    "attachment_id": 1072157,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g-5000168032085-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g-5000168032085-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072157",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/jacobs-mediterranean-pinch-of-salt-crackers-multipack-5-pack-190g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2032,
                    "name": "Jacob's",
                    "slug": "jacobs",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/jacobs/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070675",
                "same_brand_products": [
                    {
                        "product_id": "1070674",
                        "name": "Jacob's Krackawheat Crackers, 230g",
                        "brand": "Jacob's",
                        "gtin": "5000168034409",
                        "sku": "jacobs-krackawheat-crackers-230g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-krackawheat-crackers-230g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-krackawheat-crackers-230g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070672",
                        "name": "Jacob's Tuc Sandwich Cream Cheese & Chive Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168007380",
                        "sku": "jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-cream-cheese-and-chive-flavour-cracker-145g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070673",
                        "name": "Jacob's Tuc Sandwich Sweet Chilli & Sour Cream Flavour Cracker, 145g",
                        "brand": "Jacob's",
                        "gtin": "5000168012049",
                        "sku": "jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-tuc-sandwich-sweet-chilli-and-sour-cream-flavour-cracker-145g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070666",
                        "name": "Jacob's Savours Bakes Salt & Cracked Black Pepper Crackers, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168137605",
                        "sku": "jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-bakes-salt-and-cracked-black-pepper-crackers-200g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070667",
                        "name": "Jacob's Savours Thins, Sour Cream & Chive Crackers, 150g",
                        "brand": "Jacob's",
                        "gtin": "5000168165165",
                        "sku": "jacobs-savours-thins-sour-cream-and-chive-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savours-thins-sour-cream-and-chive-crackers-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070668",
                        "name": "Jacob's Savoury Favourites Crackers Assortment, 200g",
                        "brand": "Jacob's",
                        "gtin": "5000168158099",
                        "sku": "jacobs-savoury-favourites-crackers-assortment-200g",
                        "canonical_product_url": "https://crackers.biz/product/jacobs-savoury-favourites-crackers-assortment-200g/",
                        "checkout_url": "https://crackers.biz/buy/jacobs-savoury-favourites-crackers-assortment-200g/",
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                        "currency": "GBP",
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                        "price": "2.2",
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                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
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                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
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            "buy_url": "https://crackers.biz/buy/kallo-protein-packed-lentil-cakes-100g/",
            "human_purchase_url": "https://crackers.biz/buy/kallo-protein-packed-lentil-cakes-100g/",
            "buy_card_route": "https://crackers.biz/buy-card/kallo-protein-packed-lentil-cakes-100g/",
            "buy_card_url": "https://crackers.biz/buy-card/kallo-protein-packed-lentil-cakes-100g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Kallo Protein Packed Lentil Cakes, 100g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072158",
                "attachment_id": 1072158,
                "relative_upload_path": "2026/09/www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 17767,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072158",
                    "attachment_id": 1072158,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072158",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/kallo-protein-packed-lentil-cakes-100g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2035,
                    "name": "Kallo",
                    "slug": "kallo",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/kallo/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Rice and lentil cakes",
                        "slug": "rice-cakes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/rice-cakes/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070676",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072750,
                        "title": "Rice cakes: puffed rice cakes, Asian rice cakes, and how they compare with oatcakes and Ryvita",
                        "slug": "rice-cakes",
                        "canonical_url": "https://crackers.biz/wiki/rice-cakes/",
                        "path": "/wiki/rice-cakes/",
                        "markdown_url": "https://crackers.biz/wiki/rice-cakes.md",
                        "json_url": "https://crackers.biz/wiki/rice-cakes.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/rice-cakes.md",
                            "json": "/wiki/rice-cakes.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/rice-cakes/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/rice-cakes/",
                            "citation_anchor_url": "https://crackers.biz/wiki/rice-cakes/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/rice-cakes/",
                            "retrieved_at": "2026-09-27T01:30:48+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070676",
                    "product_name": "Kallo Protein Packed Lentil Cakes, 100g",
                    "gtin": "5013665114017",
                    "brand": "Kallo",
                    "product_url": "https://crackers.biz/product/kallo-protein-packed-lentil-cakes-100g/",
                    "sub_type": "Crackers, Rice Cakes, Lentil, Savoury Snack, Light",
                    "variant_or_style": "kallo-protein-packed-lentil-cakes-100g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "100",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "3",
                    "price_tier": "premium",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "yes",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "morning, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "no",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Kallo",
                    "brand_slugs": [
                        "kallo"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "rice-cakes"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "no"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "morning, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "premium"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/kallo-protein-packed-lentil-cakes-100g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070676",
                "product_json_route": "https://crackers.biz/product/kallo-protein-packed-lentil-cakes-100g/.json",
                "product_markdown_route": "https://crackers.biz/product/kallo-protein-packed-lentil-cakes-100g/.md",
                "checkout_url": "https://crackers.biz/buy/kallo-protein-packed-lentil-cakes-100g/",
                "buy_card_route": "https://crackers.biz/buy-card/kallo-protein-packed-lentil-cakes-100g/",
                "citation_anchor": "https://crackers.biz/product/kallo-protein-packed-lentil-cakes-100g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070676",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-kallo-protein-packed-lentil-cakes-100g-5013665114017-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072158",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070676&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070676",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Rice cakes: puffed rice cakes, Asian rice cakes, and how they compare with oatcakes and Ryvita",
                        "url": "https://crackers.biz/wiki/rice-cakes/",
                        "markdown_url": "https://crackers.biz/wiki/rice-cakes.md",
                        "json_url": "https://crackers.biz/wiki/rice-cakes.json",
                        "citation_anchor": "https://crackers.biz/wiki/rice-cakes/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " kallo protein packed lentil cakes 100g kallo 5013665114017 kallo protein packed lentil cakes 100g biscuits pack required crackers biscuits crackers crispbreads rice and lentil cakes 1070676 kallo protein packed lentil cakes 100g 5013665114017 kallo https crackers biz product kallo protein packed lentil cakes 100g crackers rice cakes lentil savoury snack light kallo protein packed lentil cakes 100g not claimed pack required n a crackers 100 pack 3 3 premium pack required pack required pack required pack required pack required yes biscuits n a pack required morning afternoon no no pack required no yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 kallo kallo crackers crispbreads rice cakes crackers pack required pack required pack required no pack required no morning afternoon biscuits premium 0 1 0 8 rice cakes puffed rice cakes asian rice cakes and how they compare with oatcakes and ryvita ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7b5bca371efbba6d56b3b971bc0bcd2849f56ec602d537971f088e53fb7d487b"
            }
        },
        {
            "product_id": "1070677",
            "name": "McVitie's Penguin Cheese Flavour Bites Baked Snack Crackers, 125g",
            "brand": "McVitie's",
            "brand_entities": [
                {
                    "term_id": 2049,
                    "name": "McVitie's",
                    "slug": "mcvities",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/mcvities/"
                }
            ],
            "categories": [
                "Cheese crackers",
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 2091,
                    "name": "Cheese crackers",
                    "slug": "cheese-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "5000168016337",
            "sku": "mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g",
            "slug": "mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g",
            "short_description": "McVitie's Penguin Cheese Flavour Bites are small baked snack crackers with a cheese flavour. A serving on the label is 25g, so the 125g pack holds five.The label data gives 456 kcal, 16.4g of fat and 0.9g of salt per 100g, with 4.8g of fibre. The full ingredient list and allergy advice are printed on the pack.Ingredients and dietary: the ingredient list and allergy advice are printed on the pack. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 125g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
            "product_json_route": "https://crackers.biz/product/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070677",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.92,
                "weight_g": 125,
                "comparison_price_gbp": 1.92,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.92,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
            "human_purchase_url": "https://crackers.biz/buy/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g-5000168016337-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McVitie's Penguin Cheese Flavour Bites Baked Snack Crackers, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g-5000168016337-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g-5000168016337-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g-5000168016337-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g-5000168016337-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072159",
                "attachment_id": 1072159,
                "relative_upload_path": "2026/09/www-crackers-biz-mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g-5000168016337-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g-5000168016337-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34230,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072159",
                    "attachment_id": 1072159,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g-5000168016337-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g-5000168016337-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072159",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2049,
                    "name": "McVitie's",
                    "slug": "mcvities",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/mcvities/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
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            "product_markdown_route": "https://crackers.biz/product/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070678",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.92,
                "weight_g": 125,
                "comparison_price_gbp": 1.92,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.92,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
            "human_purchase_url": "https://crackers.biz/buy/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McVitie's Penguin Lightly Salted Flavour Bites Baked Snack Crackers, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072160",
                "attachment_id": 1072160,
                "relative_upload_path": "2026/09/www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34566,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072160",
                    "attachment_id": 1072160,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072160",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2049,
                    "name": "McVitie's",
                    "slug": "mcvities",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/mcvities/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070678",
                "same_brand_products": [
                    {
                        "product_id": "1070677",
                        "name": "McVitie's Penguin Cheese Flavour Bites Baked Snack Crackers, 125g",
                        "brand": "McVitie's",
                        "gtin": "5000168016337",
                        "sku": "mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070679",
                        "name": "McVitie's Penguin Salt & Vinegar Flavour Bites Baked Snack Crackers, 125g",
                        "brand": "McVitie's",
                        "gtin": "5000168016276",
                        "sku": "mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070678",
                    "product_name": "McVitie's Penguin Lightly Salted Flavour Bites Baked Snack Crackers, 125g",
                    "gtin": "5000168016313",
                    "brand": "McVitie's",
                    "product_url": "https://crackers.biz/product/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
                    "sub_type": "Crackers, Snack Crackers, Savoury Bites, Lunchbox Snacks, Sharing Snacks",
                    "variant_or_style": "mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g",
                    "single_origin": "no",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.92",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "midday, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McVitie's",
                    "brand_slugs": [
                        "mcvities"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "midday, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070678",
                "product_json_route": "https://crackers.biz/product/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070678",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g-5000168016313-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072160",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070678&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070678",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mcvitie s penguin lightly salted flavour bites baked snack crackers 125g mcvitie s 5000168016313 mcvities penguin lightly salted flavour bites baked snack crackers 125g biscuits pack required crackers biscuits crackers crispbreads snack crackers 1070678 mcvitie s penguin lightly salted flavour bites baked snack crackers 125g 5000168016313 mcvitie s https crackers biz product mcvities penguin lightly salted flavour bites baked snack crackers 125g crackers snack crackers savoury bites lunchbox snacks sharing snacks mcvities penguin lightly salted flavour bites baked snack crackers 125g no pack required n a crackers 125 pack 2 4 1 92 mid pack required pack required pack required pack required pack required pack required biscuits pack required pack required midday afternoon no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mcvitie s mcvities crackers crispbreads snack crackers crackers pack required pack required pack required pack required pack required pack required midday afternoon biscuits mid 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "18b6cd1b3d900b4fe05280bf12eaac489b0251671c15bc0f83ceefdfb01a04c0"
            }
        },
        {
            "product_id": "1070679",
            "name": "McVitie's Penguin Salt & Vinegar Flavour Bites Baked Snack Crackers, 125g",
            "brand": "McVitie's",
            "brand_entities": [
                {
                    "term_id": 2049,
                    "name": "McVitie's",
                    "slug": "mcvities",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/mcvities/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "5000168016276",
            "sku": "mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g",
            "slug": "mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g",
            "short_description": "McVitie's Penguin Salt and Vinegar Bites are small baked snack crackers with a salt and vinegar flavour, sold on the label as Salt and Vinegar Flavour Cracker Bites. A serving is 25g, five per pack.The label data gives 456 kcal, 16g of fat (only 1.6g saturates) and 0.87g of salt per 100g.Ingredients and dietary: the ingredient list and allergy advice are printed on the pack. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 125g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
            "product_json_route": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070679",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.92,
                "weight_g": 125,
                "comparison_price_gbp": 1.92,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.92,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
            "human_purchase_url": "https://crackers.biz/buy/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "McVitie's Penguin Salt & Vinegar Flavour Bites Baked Snack Crackers, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072161",
                "attachment_id": 1072161,
                "relative_upload_path": "2026/09/www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35544,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072161",
                    "attachment_id": 1072161,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072161",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2049,
                    "name": "McVitie's",
                    "slug": "mcvities",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/mcvities/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070679",
                "same_brand_products": [
                    {
                        "product_id": "1070677",
                        "name": "McVitie's Penguin Cheese Flavour Bites Baked Snack Crackers, 125g",
                        "brand": "McVitie's",
                        "gtin": "5000168016337",
                        "sku": "mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/mcvities-penguin-cheese-flavour-bites-baked-snack-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070678",
                        "name": "McVitie's Penguin Lightly Salted Flavour Bites Baked Snack Crackers, 125g",
                        "brand": "McVitie's",
                        "gtin": "5000168016313",
                        "sku": "mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/mcvities-penguin-lightly-salted-flavour-bites-baked-snack-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070679",
                    "product_name": "McVitie's Penguin Salt & Vinegar Flavour Bites Baked Snack Crackers, 125g",
                    "gtin": "5000168016276",
                    "brand": "McVitie's",
                    "product_url": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
                    "sub_type": "Crackers, Savoury Crackers, Baked Snacks, Flavoured Crackers, Snacking Crackers",
                    "variant_or_style": "mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.92",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "salt and vinegar flavour, named on the front of the pack according to the published pack listing; the seasoning declaration itself is printed on the current UK pack and has not been read",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "McVitie's",
                    "brand_slugs": [
                        "mcvities"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070679",
                "product_json_route": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070679",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-mcvities-penguin-salt-and-vinegar-flavour-bites-baked-snack-crackers-125g-5000168016276-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072161",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070679&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070679",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " mcvitie s penguin salt vinegar flavour bites baked snack crackers 125g mcvitie s 5000168016276 mcvities penguin salt and vinegar flavour bites baked snack crackers 125g biscuits pack required crackers biscuits crackers crispbreads snack crackers 1070679 mcvitie s penguin salt vinegar flavour bites baked snack crackers 125g 5000168016276 mcvitie s https crackers biz product mcvities penguin salt and vinegar flavour bites baked snack crackers 125g crackers savoury crackers baked snacks flavoured crackers snacking crackers mcvities penguin salt and vinegar flavour bites baked snack crackers 125g not claimed pack required n a crackers 125 pack 2 4 1 92 mid pack required pack required pack required pack required pack required pack required biscuits yes salt and vinegar flavour named on the front of the pack according to the published pack listing the seasoning declaration itself is printed on the current uk pack and has not been read afternoon evening no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 mcvitie s mcvities crackers crispbreads snack crackers crackers pack required pack required pack required pack required pack required pack required afternoon evening biscuits mid 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "49e18770a6d1d471fa6ca4377cd7ccbc5cfadaa5489d6fa96eb2789667146768"
            }
        },
        {
            "product_id": "1070680",
            "name": "Nairn's Cheese Oatcakes, 200g",
            "brand": "Nairn's",
            "brand_entities": [
                {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                }
            ],
            "categories": [
                "Cheese crackers",
                "Crackers & Crispbreads",
                "Oatcakes"
            ],
            "category_entities": [
                {
                    "term_id": 2091,
                    "name": "Cheese crackers",
                    "slug": "cheese-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 1187,
                    "name": "Oatcakes",
                    "slug": "oatcakes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                }
            ],
            "gtin": "061232201948",
            "sku": "nairns-cheese-oatcakes-200g",
            "slug": "nairns-cheese-oatcakes-200g",
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            "canonical_product_url": "https://crackers.biz/product/nairns-cheese-oatcakes-200g/",
            "product_json_route": "https://crackers.biz/product/nairns-cheese-oatcakes-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/nairns-cheese-oatcakes-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070680",
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            "price_gbp": 2.4,
            "regular_price_gbp": 3,
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            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.2,
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                "comparison_price_gbp": 1.2,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/nairns-cheese-oatcakes-200g/",
            "buy_url": "https://crackers.biz/buy/nairns-cheese-oatcakes-200g/",
            "human_purchase_url": "https://crackers.biz/buy/nairns-cheese-oatcakes-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/nairns-cheese-oatcakes-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/nairns-cheese-oatcakes-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-cheese-oatcakes-200g-061232201948-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nairn's Cheese Oatcakes, 200g, Cheese crackers. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-nairns-cheese-oatcakes-200g-061232201948-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-cheese-oatcakes-200g-061232201948-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-cheese-oatcakes-200g-061232201948-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-cheese-oatcakes-200g-061232201948-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072162",
                "attachment_id": 1072162,
                "relative_upload_path": "2026/09/www-crackers-biz-nairns-cheese-oatcakes-200g-061232201948-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-nairns-cheese-oatcakes-200g-061232201948-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 23917,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072162",
                    "attachment_id": 1072162,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-cheese-oatcakes-200g-061232201948-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-cheese-oatcakes-200g-061232201948-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072162",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-cheese-oatcakes-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 1187,
                        "name": "Oatcakes",
                        "slug": "oatcakes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070680",
                "same_brand_products": [
                    {
                        "product_id": "1070693",
                        "name": "Nairn's Super Seeded Organic Oatcakes, 200g",
                        "brand": "Nairn's",
                        "gtin": "612322000127",
                        "sku": "nairns-super-seeded-organic-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070694",
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                        "brand": "Nairn's",
                        "gtin": "061232203072",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-rough-oatcakes-291g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070689",
                        "name": "Nairn's Gluten Free Super Seeded Wholegrain Crackers, 137g",
                        "brand": "Nairn's",
                        "gtin": "612322001766",
                        "sku": "nairns-gluten-free-super-seeded-wholegrain-crackers-137g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070690",
                        "name": "Nairn's Marmite & Cheese Oatcakes, 200g",
                        "brand": "Nairn's",
                        "gtin": "612322001698",
                        "sku": "nairns-marmite-and-cheese-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070691",
                        "name": "Nairn's On the Go Fruit & Seed Oatcakes, 225g",
                        "brand": "Nairn's",
                        "gtin": "612322000202",
                        "sku": "nairns-on-the-go-fruit-and-seed-oatcakes-225g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070692",
                        "name": "Nairn's Snaks Moreishly Munchable Salted Crackers, 125g",
                        "brand": "Nairn's",
                        "gtin": "612322001889",
                        "sku": "nairns-snaks-moreishly-munchable-salted-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070683",
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                        "brand": "Nairn's",
                        "gtin": "612322000394",
                        "sku": "nairns-gluten-free-cheese-oatcakes-180g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070684",
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                        "brand": "Nairn's",
                        "gtin": "612322001759",
                        "sku": "nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
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                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
                        "product_id": "1070732",
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                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
                        "product_id": "1070733",
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                        "gtin": "5026764254713",
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                    "avif": {
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                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072164",
                    "attachment_id": 1072164,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-fine-oatcakes-218g-061232202952-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-fine-oatcakes-218g-061232202952-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072164",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-fine-oatcakes-218g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 1187,
                        "name": "Oatcakes",
                        "slug": "oatcakes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070682",
                "same_brand_products": [
                    {
                        "product_id": "1070693",
                        "name": "Nairn's Super Seeded Organic Oatcakes, 200g",
                        "brand": "Nairn's",
                        "gtin": "612322000127",
                        "sku": "nairns-super-seeded-organic-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070694",
                        "name": "Nairn's Rough Oatcakes, 291g",
                        "brand": "Nairn's",
                        "gtin": "061232203072",
                        "sku": "nairns-rough-oatcakes-291g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-rough-oatcakes-291g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070689",
                        "name": "Nairn's Gluten Free Super Seeded Wholegrain Crackers, 137g",
                        "brand": "Nairn's",
                        "gtin": "612322001766",
                        "sku": "nairns-gluten-free-super-seeded-wholegrain-crackers-137g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070690",
                        "name": "Nairn's Marmite & Cheese Oatcakes, 200g",
                        "brand": "Nairn's",
                        "gtin": "612322001698",
                        "sku": "nairns-marmite-and-cheese-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070691",
                        "name": "Nairn's On the Go Fruit & Seed Oatcakes, 225g",
                        "brand": "Nairn's",
                        "gtin": "612322000202",
                        "sku": "nairns-on-the-go-fruit-and-seed-oatcakes-225g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070692",
                        "name": "Nairn's Snaks Moreishly Munchable Salted Crackers, 125g",
                        "brand": "Nairn's",
                        "gtin": "612322001889",
                        "sku": "nairns-snaks-moreishly-munchable-salted-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070683",
                        "name": "Nairn's Gluten Free Cheese Oatcakes, 180g",
                        "brand": "Nairn's",
                        "gtin": "612322000394",
                        "sku": "nairns-gluten-free-cheese-oatcakes-180g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070684",
                        "name": "Nairn's Gluten Free Cracked Black Pepper Wholegrain Crackers, 137g",
                        "brand": "Nairn's",
                        "gtin": "612322001759",
                        "sku": "nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072407,
                        "title": "Oatcakes: Scotland's crisp oat cracker, and how to serve it",
                        "slug": "oatcakes",
                        "canonical_url": "https://crackers.biz/wiki/oatcakes/",
                        "path": "/wiki/oatcakes/",
                        "markdown_url": "https://crackers.biz/wiki/oatcakes.md",
                        "json_url": "https://crackers.biz/wiki/oatcakes.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/oatcakes.md",
                            "json": "/wiki/oatcakes.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/oatcakes/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/oatcakes/",
                            "citation_anchor_url": "https://crackers.biz/wiki/oatcakes/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/oatcakes/",
                            "retrieved_at": "2026-09-27T01:30:48+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070682",
                    "product_name": "Nairn's Fine Oatcakes, 218g",
                    "gtin": "061232202952",
                    "brand": "Nairn's",
                    "product_url": "https://crackers.biz/product/nairns-fine-oatcakes-218g/",
                    "sub_type": "Crackers, Oatcakes, Fine Oatcakes, Scottish Biscuits, Cheeseboard Crackers",
                    "variant_or_style": "nairns-fine-oatcakes-218g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "218",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.1009174311927",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "yes",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nairn's",
                    "brand_slugs": [
                        "nairns"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "oatcakes"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/nairns-fine-oatcakes-218g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070682",
                "product_json_route": "https://crackers.biz/product/nairns-fine-oatcakes-218g/.json",
                "product_markdown_route": "https://crackers.biz/product/nairns-fine-oatcakes-218g/.md",
                "checkout_url": "https://crackers.biz/buy/nairns-fine-oatcakes-218g/",
                "buy_card_route": "https://crackers.biz/buy-card/nairns-fine-oatcakes-218g/",
                "citation_anchor": "https://crackers.biz/product/nairns-fine-oatcakes-218g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070682",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-fine-oatcakes-218g-061232202952-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072164",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070682&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070682",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Oatcakes: Scotland's crisp oat cracker, and how to serve it",
                        "url": "https://crackers.biz/wiki/oatcakes/",
                        "markdown_url": "https://crackers.biz/wiki/oatcakes.md",
                        "json_url": "https://crackers.biz/wiki/oatcakes.json",
                        "citation_anchor": "https://crackers.biz/wiki/oatcakes/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " nairn s fine oatcakes 218g nairn s 061232202952 nairns fine oatcakes 218g biscuits pack required crackers biscuits crackers crispbreads oatcakes 1070682 nairn s fine oatcakes 218g 061232202952 nairn s https crackers biz product nairns fine oatcakes 218g crackers oatcakes fine oatcakes scottish biscuits cheeseboard crackers nairns fine oatcakes 218g not claimed pack required n a crackers 218 pack 2 4 1 1009174311927 value pack required pack required pack required pack required pack required yes biscuits n a pack required anytime no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 nairn s nairns crackers crispbreads oatcakes crackers pack required pack required pack required no no yes anytime biscuits value 0 1 8 8 oatcakes scotland s crisp oat cracker and how to serve it ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "3eb4e560e2398055ac4ca9bf9a8cb56aeaf8d3a8e0067c23ddb579f6e677b87d"
            }
        },
        {
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            "brand_entities": [
                {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                }
            ],
            "categories": [
                "Cheese crackers",
                "Crackers & Crispbreads",
                "Gluten free crackers",
                "Oatcakes"
            ],
            "category_entities": [
                {
                    "term_id": 2091,
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                    "slug": "cheese-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2100,
                    "name": "Gluten free crackers",
                    "slug": "gluten-free-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/gluten-free-crackers/"
                },
                {
                    "term_id": 1187,
                    "name": "Oatcakes",
                    "slug": "oatcakes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                }
            ],
            "gtin": "612322000394",
            "sku": "nairns-gluten-free-cheese-oatcakes-180g",
            "slug": "nairns-gluten-free-cheese-oatcakes-180g",
            "short_description": "Nairn's Gluten Free Cheese Oatcakes are made with 72% gluten free wholegrain oats and 15% cheese, so people avoiding gluten can have a cheesy oatcake. The label also lists palm fruit oil, sea salt and raising agents.They are rich and savoury, with 16g of protein and 7g of fibre per 100g on the label data. One oatcake is 9g.Ingredients and dietary: Labelled gluten free and contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 180g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/",
            "product_json_route": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/.json",
            "product_markdown_route": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070683",
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            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.4444444444444444,
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                "comparison_price_gbp": 1.4444444444444444,
                "comparison_unit": "100g",
                "pack_label": "180g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.4444444444444444,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
            "buy_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
            "human_purchase_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
            "buy_card_route": "https://crackers.biz/buy-card/nairns-gluten-free-cheese-oatcakes-180g/",
            "buy_card_url": "https://crackers.biz/buy-card/nairns-gluten-free-cheese-oatcakes-180g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-cheese-oatcakes-180g-612322000394-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nairn's Gluten Free Cheese Oatcakes, 180g, Cheese crackers. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-nairns-gluten-free-cheese-oatcakes-180g-612322000394-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-cheese-oatcakes-180g-612322000394-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-cheese-oatcakes-180g-612322000394-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-cheese-oatcakes-180g-612322000394-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072165",
                "attachment_id": 1072165,
                "relative_upload_path": "2026/09/www-crackers-biz-nairns-gluten-free-cheese-oatcakes-180g-612322000394-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-nairns-gluten-free-cheese-oatcakes-180g-612322000394-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 23827,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072165",
                    "attachment_id": 1072165,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-gluten-free-cheese-oatcakes-180g-612322000394-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-gluten-free-cheese-oatcakes-180g-612322000394-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072165",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "term_id": 2052,
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                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Gluten free crackers",
                        "slug": "gluten-free-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/gluten-free-crackers/"
                    },
                    {
                        "term_id": 1187,
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                        "slug": "oatcakes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070683",
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                        "checkout_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
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                        "curator_opinion": {
                            "available": false
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                        "gtin": "061232203072",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-rough-oatcakes-291g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
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                        "currency": "GBP",
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                        "curator_opinion": {
                            "available": false
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                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
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                        "brand": "Nairn's",
                        "gtin": "612322001698",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
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                        "brand": "Nairn's",
                        "gtin": "612322000202",
                        "sku": "nairns-on-the-go-fruit-and-seed-oatcakes-225g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "brand": "Nairn's",
                        "gtin": "612322001889",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "price": "3",
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                        "curator_opinion": {
                            "available": false
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                        "brand": "Nairn's",
                        "gtin": "612322001704",
                        "sku": "nairns-gluten-free-mini-cheese-bakes-45g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-mini-cheese-bakes-45g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
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                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
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                            "available": false
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                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "brand": "Schar",
                        "gtin": "8008698007303",
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
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                        "curator_opinion": {
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                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
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                        "citation_anchor": "https://crackers.biz/wiki/gluten-free-crackers/",
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                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/gluten-free-crackers/",
                            "citation_anchor_url": "https://crackers.biz/wiki/gluten-free-crackers/",
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                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
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                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072407,
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                        "slug": "oatcakes",
                        "canonical_url": "https://crackers.biz/wiki/oatcakes/",
                        "path": "/wiki/oatcakes/",
                        "markdown_url": "https://crackers.biz/wiki/oatcakes.md",
                        "json_url": "https://crackers.biz/wiki/oatcakes.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/oatcakes.md",
                            "json": "/wiki/oatcakes.json"
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                        "citation_anchor": "https://crackers.biz/wiki/oatcakes/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/oatcakes/",
                            "citation_anchor_url": "https://crackers.biz/wiki/oatcakes/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/oatcakes/",
                            "retrieved_at": "2026-09-27T01:30:48+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
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                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
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                "linked_wiki_topic_count": 2,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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            "catalogue_enrichment": {
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
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                    "occasion_tags",
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                    "traditional_use"
                ],
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                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
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                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
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                    "kosher": "product_meta",
                    "vegan": "product_meta",
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                    "added_flavour_ingredients": "product_meta",
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                {
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                "is_in_stock": true,
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                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
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            "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
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                    "avif": {
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                            "provenance": false,
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                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
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                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072166",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
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            "citation_anchor": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
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            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
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            "claim_boundary": {
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                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
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                        "disallowed_wording": [
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                        "allowed_wording": [
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                        "disallowed_wording": [
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                            "autonomous purchase",
                            "agent can add to basket"
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                        "evidence_strength": "computed_from_product_meta",
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                        "disallowed_wording": [
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                            "always cheapest",
                            "final price guaranteed before checkout"
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                        "maps_live_strings": [
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                            "cheapest",
                            "remarkable value",
                            "premium at value"
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                        "allowed_surfaces": [
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                            "products-json",
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                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
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                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                    "claim.delivery.scope": {
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                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
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                        "disallowed_wording": [
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                        "maps_live_strings": [
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                            "absolute global delivery reach claims"
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                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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            "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g/",
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            "human_purchase_url": "https://crackers.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g/",
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            "buy_card_url": "https://crackers.biz/buy-card/nairns-gluten-free-mini-cheese-bakes-45g/",
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                    "avif": {
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                    "webp": {
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                        "authority": "crackers Image Estate Authority",
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                    "visual_family_id": "wp-attachment-1072167",
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                    "preferred": {
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                        "integrity_status": "not_verified_for_request",
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                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
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                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072167",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
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            "citation_anchor": "https://crackers.biz/product/nairns-gluten-free-mini-cheese-bakes-45g/",
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            "ingredient_family": "biscuits",
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            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
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                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
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                        ],
                        "disallowed_wording": [
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                            "autonomous purchase",
                            "agent can add to basket"
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                        "evidence_strength": "computed_from_product_meta",
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                            "always cheapest",
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                        "allowed_surfaces": [
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                            "products-json",
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                        "review_status": "approved",
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                        "evidence_strength": "catalogue_verified",
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                        "maps_live_strings": [
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                            "absolute global delivery reach claims"
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                            "delivery",
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                        "review_status": "approved",
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                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                    "canonical_url": "https://crackers.biz/brand/nairns/"
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                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
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                    {
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                    {
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                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/gluten-free-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070685",
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                            "text": "missing",
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                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
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                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
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                    ]
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                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
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                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
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                        "allowed_surfaces": [
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                            "products-json",
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                    {
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                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.75,
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                "comparison_price_gbp": 1.75,
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                "pack_label": "160g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 1.75,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-original-wholegrain-crackers-160g/",
            "buy_url": "https://crackers.biz/buy/nairns-gluten-free-original-wholegrain-crackers-160g/",
            "human_purchase_url": "https://crackers.biz/buy/nairns-gluten-free-original-wholegrain-crackers-160g/",
            "buy_card_route": "https://crackers.biz/buy-card/nairns-gluten-free-original-wholegrain-crackers-160g/",
            "buy_card_url": "https://crackers.biz/buy-card/nairns-gluten-free-original-wholegrain-crackers-160g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-original-wholegrain-crackers-160g-612322001742-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nairn's Gluten Free Original Wholegrain Crackers, 160g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-nairns-gluten-free-original-wholegrain-crackers-160g-612322001742-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-original-wholegrain-crackers-160g-612322001742-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-original-wholegrain-crackers-160g-612322001742-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-original-wholegrain-crackers-160g-612322001742-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072169",
                "attachment_id": 1072169,
                "relative_upload_path": "2026/09/www-crackers-biz-nairns-gluten-free-original-wholegrain-crackers-160g-612322001742-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-nairns-gluten-free-original-wholegrain-crackers-160g-612322001742-front-of-pack-600x600.avif",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27540,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072169",
                    "attachment_id": 1072169,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-gluten-free-original-wholegrain-crackers-160g-612322001742-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-gluten-free-original-wholegrain-crackers-160g-612322001742-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072169",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-gluten-free-original-wholegrain-crackers-160g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
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                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Gluten free crackers",
                        "slug": "gluten-free-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/gluten-free-crackers/"
                    },
                    {
                        "term_id": 2101,
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                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070687",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
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                        "currency": "GBP",
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                    },
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
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                        "gtin": "612322001698",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
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                        }
                    },
                    {
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                        "canonical_product_url": "https://crackers.biz/product/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                    },
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                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        }
                    },
                    {
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                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                "same_category_products": [
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
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                        "gtin": "not_present_in_source",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    {
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g-612322000776-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072170",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Gluten free crackers",
                        "slug": "gluten-free-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/gluten-free-crackers/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070688",
                "same_brand_products": [
                    {
                        "product_id": "1070693",
                        "name": "Nairn's Super Seeded Organic Oatcakes, 200g",
                        "brand": "Nairn's",
                        "gtin": "612322000127",
                        "sku": "nairns-super-seeded-organic-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070694",
                        "name": "Nairn's Rough Oatcakes, 291g",
                        "brand": "Nairn's",
                        "gtin": "061232203072",
                        "sku": "nairns-rough-oatcakes-291g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-rough-oatcakes-291g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070689",
                        "name": "Nairn's Gluten Free Super Seeded Wholegrain Crackers, 137g",
                        "brand": "Nairn's",
                        "gtin": "612322001766",
                        "sku": "nairns-gluten-free-super-seeded-wholegrain-crackers-137g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070690",
                        "name": "Nairn's Marmite & Cheese Oatcakes, 200g",
                        "brand": "Nairn's",
                        "gtin": "612322001698",
                        "sku": "nairns-marmite-and-cheese-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070691",
                        "name": "Nairn's On the Go Fruit & Seed Oatcakes, 225g",
                        "brand": "Nairn's",
                        "gtin": "612322000202",
                        "sku": "nairns-on-the-go-fruit-and-seed-oatcakes-225g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070692",
                        "name": "Nairn's Snaks Moreishly Munchable Salted Crackers, 125g",
                        "brand": "Nairn's",
                        "gtin": "612322001889",
                        "sku": "nairns-snaks-moreishly-munchable-salted-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070683",
                        "name": "Nairn's Gluten Free Cheese Oatcakes, 180g",
                        "brand": "Nairn's",
                        "gtin": "612322000394",
                        "sku": "nairns-gluten-free-cheese-oatcakes-180g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070684",
                        "name": "Nairn's Gluten Free Cracked Black Pepper Wholegrain Crackers, 137g",
                        "brand": "Nairn's",
                        "gtin": "612322001759",
                        "sku": "nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072821,
                        "title": "Gluten free crackers: what the label means, why oats need care, and crackers for a gluten free cheese board",
                        "slug": "gluten-free-crackers",
                        "canonical_url": "https://crackers.biz/wiki/gluten-free-crackers/",
                        "path": "/wiki/gluten-free-crackers/",
                        "markdown_url": "https://crackers.biz/wiki/gluten-free-crackers.md",
                        "json_url": "https://crackers.biz/wiki/gluten-free-crackers.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/gluten-free-crackers.md",
                            "json": "/wiki/gluten-free-crackers.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/gluten-free-crackers/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/gluten-free-crackers/",
                            "citation_anchor_url": "https://crackers.biz/wiki/gluten-free-crackers/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/gluten-free-crackers/",
                            "retrieved_at": "2026-09-27T01:30:48+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070688",
                    "product_name": "Nairn's Gluten Free Rosemary & Sea Salt Flatbreads, 150g",
                    "gtin": "612322000776",
                    "brand": "Nairn's",
                    "product_url": "https://crackers.biz/product/nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g/",
                    "sub_type": "Crackers, Flatbreads, Gluten Free, Free From, Flavoured Crackers",
                    "variant_or_style": "nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "2",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "no",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nairn's",
                    "brand_slugs": [
                        "nairns"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "gluten-free-crackers",
                        "thins-and-flatbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "no"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070688",
                "product_json_route": "https://crackers.biz/product/nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g/.json",
                "product_markdown_route": "https://crackers.biz/product/nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g/.md",
                "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g/",
                "buy_card_route": "https://crackers.biz/buy-card/nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g/",
                "citation_anchor": "https://crackers.biz/product/nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070688",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-rosemary-and-sea-salt-flatbreads-150g-612322000776-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072170",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070688&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070688",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Gluten free crackers: what the label means, why oats need care, and crackers for a gluten free cheese board",
                        "url": "https://crackers.biz/wiki/gluten-free-crackers/",
                        "markdown_url": "https://crackers.biz/wiki/gluten-free-crackers.md",
                        "json_url": "https://crackers.biz/wiki/gluten-free-crackers.json",
                        "citation_anchor": "https://crackers.biz/wiki/gluten-free-crackers/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "5b0c852fa8dcae542096e7da4f30cd8f77d549ed33f300f20e85bf1d325dd888"
            }
        },
        {
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            "brand_entities": [
                {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Gluten free crackers",
                "Wholegrain and seeded"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2100,
                    "name": "Gluten free crackers",
                    "slug": "gluten-free-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/gluten-free-crackers/"
                },
                {
                    "term_id": 2101,
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                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                }
            ],
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            "slug": "nairns-gluten-free-super-seeded-wholegrain-crackers-137g",
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            "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
            "product_json_route": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/.json",
            "product_markdown_route": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070689",
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            "price_gbp": 2.8,
            "regular_price_gbp": 3.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
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                "comparison_price_gbp": 2.0437956204379564,
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                "pack_label": "137g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.8
            },
            "price_per_100g_gbp": 2.0437956204379564,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
            "buy_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
            "human_purchase_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
            "buy_card_route": "https://crackers.biz/buy-card/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
            "buy_card_url": "https://crackers.biz/buy-card/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-super-seeded-wholegrain-crackers-137g-612322001766-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nairn's Gluten Free Super Seeded Wholegrain Crackers, 137g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-nairns-gluten-free-super-seeded-wholegrain-crackers-137g-612322001766-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-super-seeded-wholegrain-crackers-137g-612322001766-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-super-seeded-wholegrain-crackers-137g-612322001766-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-super-seeded-wholegrain-crackers-137g-612322001766-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072172",
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                "relative_upload_path": "2026/09/www-crackers-biz-nairns-gluten-free-super-seeded-wholegrain-crackers-137g-612322001766-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-nairns-gluten-free-super-seeded-wholegrain-crackers-137g-612322001766-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27324,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072172",
                    "attachment_id": 1072172,
                    "source": {
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                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
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                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072172",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
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                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Gluten free crackers",
                        "slug": "gluten-free-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/gluten-free-crackers/"
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                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
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                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070689",
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                        "checkout_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
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                        "stock_status": "instock",
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                        "curator_opinion": {
                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
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                        "curator_opinion": {
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                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
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                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "price": "3",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
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                        "brand": "Stockan's",
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                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                            "available": false
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                        "curator_opinion": {
                            "available": false
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                            "source_name": "crackers.biz",
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                            "citation_anchor_url": "https://crackers.biz/wiki/gluten-free-crackers/",
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                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
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                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
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                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
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                    "_crackers_catalogue_{field}",
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                    "packaging_type": "product_meta",
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                    "mouthfeel": "missing_pending_catalogue_csv",
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                    "added_flavour_ingredients": "product_meta",
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                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
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                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070689",
                "product_json_route": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/.json",
                "product_markdown_route": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/.md",
                "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                "buy_card_route": "https://crackers.biz/buy-card/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                "citation_anchor": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070689",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-gluten-free-super-seeded-wholegrain-crackers-137g-612322001766-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072172",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070689&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070689",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Gluten free crackers: what the label means, why oats need care, and crackers for a gluten free cheese board",
                        "url": "https://crackers.biz/wiki/gluten-free-crackers/",
                        "markdown_url": "https://crackers.biz/wiki/gluten-free-crackers.md",
                        "json_url": "https://crackers.biz/wiki/gluten-free-crackers.json",
                        "citation_anchor": "https://crackers.biz/wiki/gluten-free-crackers/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
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                "linked_wiki_topic_count": 1,
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                    "catalogue_audit_product_meta_when_imported",
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                    "wiki_planned_product_meta",
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                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
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        },
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                {
                    "term_id": 2052,
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                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                }
            ],
            "categories": [
                "Cheese crackers",
                "Crackers & Crispbreads",
                "Oatcakes"
            ],
            "category_entities": [
                {
                    "term_id": 2091,
                    "name": "Cheese crackers",
                    "slug": "cheese-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 1187,
                    "name": "Oatcakes",
                    "slug": "oatcakes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                }
            ],
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            "slug": "nairns-marmite-and-cheese-oatcakes-200g",
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            "canonical_product_url": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/",
            "product_json_route": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070690",
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            "price_gbp": 3,
            "regular_price_gbp": 3.75,
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                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.5,
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                "comparison_price_gbp": 1.5,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 1.5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
            "buy_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
            "human_purchase_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/nairns-marmite-and-cheese-oatcakes-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/nairns-marmite-and-cheese-oatcakes-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-marmite-and-cheese-oatcakes-200g-612322001698-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nairn's Marmite and Cheese Oatcakes, 200g, Cheese crackers. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-nairns-marmite-and-cheese-oatcakes-200g-612322001698-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-marmite-and-cheese-oatcakes-200g-612322001698-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-marmite-and-cheese-oatcakes-200g-612322001698-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-marmite-and-cheese-oatcakes-200g-612322001698-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072173",
                "attachment_id": 1072173,
                "relative_upload_path": "2026/09/www-crackers-biz-nairns-marmite-and-cheese-oatcakes-200g-612322001698-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-nairns-marmite-and-cheese-oatcakes-200g-612322001698-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 25483,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072173",
                    "attachment_id": 1072173,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-marmite-and-cheese-oatcakes-200g-612322001698-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-marmite-and-cheese-oatcakes-200g-612322001698-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072173",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
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                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 1187,
                        "name": "Oatcakes",
                        "slug": "oatcakes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070690",
                "same_brand_products": [
                    {
                        "product_id": "1070693",
                        "name": "Nairn's Super Seeded Organic Oatcakes, 200g",
                        "brand": "Nairn's",
                        "gtin": "612322000127",
                        "sku": "nairns-super-seeded-organic-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "brand": "Nairn's",
                        "gtin": "061232203072",
                        "sku": "nairns-rough-oatcakes-291g",
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                            "visible_text": "missing",
                            "visual_digest": "missing"
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                    },
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                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
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                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
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                        "allowed_surfaces": [
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            "checkout_url": "https://crackers.biz/buy/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
            "human_purchase_url": "https://crackers.biz/buy/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nairn's Snaks Moreishly Munchable Salted Crackers, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072175",
                "attachment_id": 1072175,
                "relative_upload_path": "2026/09/www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34488,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072175",
                    "attachment_id": 1072175,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072175",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070692",
                "same_brand_products": [
                    {
                        "product_id": "1070693",
                        "name": "Nairn's Super Seeded Organic Oatcakes, 200g",
                        "brand": "Nairn's",
                        "gtin": "612322000127",
                        "sku": "nairns-super-seeded-organic-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "name": "Nairn's Rough Oatcakes, 291g",
                        "brand": "Nairn's",
                        "gtin": "061232203072",
                        "sku": "nairns-rough-oatcakes-291g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-rough-oatcakes-291g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070689",
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                        "brand": "Nairn's",
                        "gtin": "612322001766",
                        "sku": "nairns-gluten-free-super-seeded-wholegrain-crackers-137g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
                        "price": "2.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070690",
                        "name": "Nairn's Marmite & Cheese Oatcakes, 200g",
                        "brand": "Nairn's",
                        "gtin": "612322001698",
                        "sku": "nairns-marmite-and-cheese-oatcakes-200g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-marmite-and-cheese-oatcakes-200g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070691",
                        "name": "Nairn's On the Go Fruit & Seed Oatcakes, 225g",
                        "brand": "Nairn's",
                        "gtin": "612322000202",
                        "sku": "nairns-on-the-go-fruit-and-seed-oatcakes-225g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070683",
                        "name": "Nairn's Gluten Free Cheese Oatcakes, 180g",
                        "brand": "Nairn's",
                        "gtin": "612322000394",
                        "sku": "nairns-gluten-free-cheese-oatcakes-180g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070684",
                        "name": "Nairn's Gluten Free Cracked Black Pepper Wholegrain Crackers, 137g",
                        "brand": "Nairn's",
                        "gtin": "612322001759",
                        "sku": "nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070685",
                        "name": "Nairn's Gluten Free Mini Cheese Bakes, 45g",
                        "brand": "Nairn's",
                        "gtin": "612322001704",
                        "sku": "nairns-gluten-free-mini-cheese-bakes-45g",
                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-mini-cheese-bakes-45g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
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                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
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                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070692",
                    "product_name": "Nairn's Snaks Moreishly Munchable Salted Crackers, 125g",
                    "gtin": "612322001889",
                    "brand": "Nairn's",
                    "product_url": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                    "sub_type": "Crackers, Salted Crackers, Savoury Snack, Oat, Scottish",
                    "variant_or_style": "nairns-snaks-moreishly-munchable-salted-crackers-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "2.4",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "yes",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "no",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nairn's",
                    "brand_slugs": [
                        "nairns"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "no"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070692",
                "product_json_route": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/nairns-snaks-moreishly-munchable-salted-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070692",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-snaks-moreishly-munchable-salted-crackers-125g-612322001889-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072175",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070692&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070692",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " nairn s snaks moreishly munchable salted crackers 125g nairn s 612322001889 nairns snaks moreishly munchable salted crackers 125g biscuits pack required crackers biscuits crackers crispbreads snack crackers 1070692 nairn s snaks moreishly munchable salted crackers 125g 612322001889 nairn s https crackers biz product nairns snaks moreishly munchable salted crackers 125g crackers salted crackers savoury snack oat scottish nairns snaks moreishly munchable salted crackers 125g not claimed pack required n a crackers 125 pack 3 2 4 mid pack required pack required pack required pack required pack required yes biscuits n a pack required afternoon evening no no no no yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 nairn s nairns crackers crispbreads snack crackers crackers pack required pack required pack required no no no afternoon evening biscuits mid 0 0 8 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "bdc60c4aedbd83f35b1edbc8c87a12746ca98e1838f6c754cf63c15082838965"
            }
        },
        {
            "product_id": "1070693",
            "name": "Nairn's Super Seeded Organic Oatcakes, 200g",
            "brand": "Nairn's",
            "brand_entities": [
                {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Oatcakes",
                "Wholegrain and seeded"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 1187,
                    "name": "Oatcakes",
                    "slug": "oatcakes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                },
                {
                    "term_id": 2101,
                    "name": "Wholegrain and seeded",
                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                }
            ],
            "gtin": "612322000127",
            "sku": "nairns-super-seeded-organic-oatcakes-200g",
            "slug": "nairns-super-seeded-organic-oatcakes-200g",
            "short_description": "Nairn's Super Seeded Organic Oatcakes are made with organic wholegrain oats (74%), organic brown flaxseed (8%), organic sunflower seeds (6%) and organic chia seeds (2%). The pack carries an organic claim.The seeds make these one of the highest fibre oatcakes we stock: 11g of fibre per 100g on the label data, with 12g of protein.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 200g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
            "product_json_route": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070693",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.2,
                "weight_g": 200,
                "comparison_price_gbp": 1.2,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
            "buy_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
            "human_purchase_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/nairns-super-seeded-organic-oatcakes-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/nairns-super-seeded-organic-oatcakes-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nairn's Super Seeded Organic Oatcakes, 200g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072176",
                "attachment_id": 1072176,
                "relative_upload_path": "2026/09/www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27389,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072176",
                    "attachment_id": 1072176,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072176",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.organic.sustainability": {
                        "claim_type": "sustainability",
                        "risk_level": "medium",
                        "evidence_strength": "brand_or_certification_provenance",
                        "allowed_wording": [
                            "Organic, ethical or sustainability statements must be tied to brand/certification evidence or phrased as positioning."
                        ],
                        "disallowed_wording": [
                            "proven healthier",
                            "zero impact",
                            "fully sustainable"
                        ],
                        "maps_live_strings": [
                            "compostable",
                            "plastic-free",
                            "plastic free",
                            "B Corp",
                            "Rainforest Alliance",
                            "FSC",
                            "Fairtrade"
                        ],
                        "governance_note": "Certification and packaging claims require brand/certification provenance and should avoid absolute disposal guarantees.",
                        "allowed_surfaces": [
                            "brand",
                            "wiki",
                            "product"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.organic.sustainability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
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                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
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                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
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                    {
                        "term_id": 1187,
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                        "slug": "oatcakes",
                        "taxonomy": "product_cat",
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                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
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                        "checkout_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
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                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-super-seeded-wholegrain-crackers-137g/",
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                        "checkout_url": "https://crackers.biz/buy/nairns-marmite-and-cheese-oatcakes-200g/",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-on-the-go-fruit-and-seed-oatcakes-225g/",
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                        "curator_opinion": {
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                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cheese-oatcakes-180g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cheese-oatcakes-180g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-cracked-black-pepper-wholegrain-crackers-137g/",
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                        "canonical_product_url": "https://crackers.biz/product/nairns-gluten-free-mini-cheese-bakes-45g/",
                        "checkout_url": "https://crackers.biz/buy/nairns-gluten-free-mini-cheese-bakes-45g/",
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                        "curator_opinion": {
                            "available": false
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                        "citation": {
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                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/oatcakes/",
                            "citation_anchor_url": "https://crackers.biz/wiki/oatcakes/",
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                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
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                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
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                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
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                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
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                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
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                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Nairn's",
                    "brand_slugs": [
                        "nairns"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "oatcakes",
                        "wholegrain-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "yes",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "morning, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070693",
                "product_json_route": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/.md",
                "checkout_url": "https://crackers.biz/buy/nairns-super-seeded-organic-oatcakes-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/nairns-super-seeded-organic-oatcakes-200g/",
                "citation_anchor": "https://crackers.biz/product/nairns-super-seeded-organic-oatcakes-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070693",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-super-seeded-organic-oatcakes-200g-612322000127-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072176",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070693&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070693",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Oatcakes: Scotland's crisp oat cracker, and how to serve it",
                        "url": "https://crackers.biz/wiki/oatcakes/",
                        "markdown_url": "https://crackers.biz/wiki/oatcakes.md",
                        "json_url": "https://crackers.biz/wiki/oatcakes.json",
                        "citation_anchor": "https://crackers.biz/wiki/oatcakes/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " nairn s super seeded organic oatcakes 200g nairn s 612322000127 nairns super seeded organic oatcakes 200g biscuits pack required crackers biscuits crackers crispbreads oatcakes wholegrain and seeded 1070693 nairn s super seeded organic oatcakes 200g 612322000127 nairn s https crackers biz product nairns super seeded organic oatcakes 200g crackers oatcakes seeded crackers cheese crackers nairns super seeded organic oatcakes 200g not claimed pack required n a crackers 200 pack 2 4 1 2 mid yes pack required pack required pack required pack required pack required biscuits n a none named on the front of the pack beyond the seeds in the product name the seed varieties their proportions and the full ingredient declaration are printed on the current uk pack morning afternoon no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 nairn s nairns crackers crispbreads oatcakes wholegrain crackers crackers yes pack required pack required no no yes morning afternoon biscuits mid 0 1 8 8 oatcakes scotland s crisp oat cracker and how to serve it ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "be56851cf1eb72261b1f8a71af6a69ef62d5d75fe4d1d808e60b618be99690e1"
            }
        },
        {
            "product_id": "1070694",
            "name": "Nairn's Rough Oatcakes, 291g",
            "brand": "Nairn's",
            "brand_entities": [
                {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Oatcakes"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 1187,
                    "name": "Oatcakes",
                    "slug": "oatcakes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                }
            ],
            "gtin": "061232203072",
            "sku": "nairns-rough-oatcakes-291g",
            "slug": "nairns-rough-oatcakes-291g",
            "short_description": "Nairn's Rough Oatcakes are the rugged, open textured oatcake: 90% wholegrain oats with sunflower oil, palm fruit oil, sea salt and sodium bicarbonate. The pack carries vegan, vegetarian and high fibre claims.At 10.4g of fibre per 100g on the label data and 291g to the pack, they are a hearty everyday oatcake. A serving on the label is 10g.Ingredients and dietary: Contains gluten, no milk ingredient listed and labelled vegan. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 291g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/nairns-rough-oatcakes-291g/",
            "product_json_route": "https://crackers.biz/product/nairns-rough-oatcakes-291g/.json",
            "product_markdown_route": "https://crackers.biz/product/nairns-rough-oatcakes-291g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070694",
            "price": "2.2",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 0.7560137457044674,
                "weight_g": 291,
                "comparison_price_gbp": 0.7560137457044674,
                "comparison_unit": "100g",
                "pack_label": "291g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 0.7560137457044674,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
            "buy_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
            "human_purchase_url": "https://crackers.biz/buy/nairns-rough-oatcakes-291g/",
            "buy_card_route": "https://crackers.biz/buy-card/nairns-rough-oatcakes-291g/",
            "buy_card_url": "https://crackers.biz/buy-card/nairns-rough-oatcakes-291g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-rough-oatcakes-291g-061232203072-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Nairn's Rough Oatcakes, 291g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-nairns-rough-oatcakes-291g-061232203072-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-rough-oatcakes-291g-061232203072-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-rough-oatcakes-291g-061232203072-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-nairns-rough-oatcakes-291g-061232203072-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072177",
                "attachment_id": 1072177,
                "relative_upload_path": "2026/09/www-crackers-biz-nairns-rough-oatcakes-291g-061232203072-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-nairns-rough-oatcakes-291g-061232203072-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 23146,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072177",
                    "attachment_id": 1072177,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-rough-oatcakes-291g-061232203072-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-nairns-rough-oatcakes-291g-061232203072-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072177",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/nairns-rough-oatcakes-291g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2052,
                    "name": "Nairn's",
                    "slug": "nairns",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/nairns/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 1187,
                        "name": "Oatcakes",
                        "slug": "oatcakes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070694",
                "same_brand_products": [
                    {
                        "product_id": "1070692",
                        "name": "Nairn's Snaks Moreishly Munchable Salted Crackers, 125g",
                        "brand": "Nairn's",
                        "gtin": "612322001889",
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                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " nairn s rough oatcakes 291g nairn s 061232203072 nairns rough oatcakes 291g biscuits pack required crackers biscuits crackers crispbreads oatcakes 1070694 nairn s rough oatcakes 291g 061232203072 nairn s https crackers biz product nairns rough oatcakes 291g crackers oatcakes rough oatcakes cheeseboard crackers nairns rough oatcakes 291g not claimed pack required n a crackers 291 pack 2 2 0 75601374570447 budget pack required pack required pack required pack required pack required yes biscuits pack required pack required anytime no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 nairn s nairns crackers crispbreads oatcakes crackers pack required pack required pack required no no yes anytime biscuits budget 0 1 8 8 oatcakes scotland s crisp oat cracker and how to serve it ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "d38683f4d0462a212c65bb3d52592396247690018930b00d9bc42c57c5ee866b"
            }
        },
        {
            "product_id": "1070695",
            "name": "Peter's Yard Fig & Spelt Sourdough Crackers, 100g",
            "brand": "Peter's Yard",
            "brand_entities": [
                {
                    "term_id": 2058,
                    "name": "Peter's Yard",
                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Sourdough and artisan",
                "Wholegrain and seeded"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2094,
                    "name": "Sourdough and artisan",
                    "slug": "sourdough-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                },
                {
                    "term_id": 2101,
                    "name": "Wholegrain and seeded",
                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                }
            ],
            "gtin": "5060198820090",
            "sku": "peters-yard-fig-and-spelt-sourdough-crackers-100g",
            "slug": "peters-yard-fig-and-spelt-sourdough-crackers-100g",
            "short_description": "Peter's Yard Fig and Spelt Sourdough Crackers are thin crispbreads made with spelt wheat flour, milk, fig pieces, sourdough and rye flour, sweetened with honey and seasoned with sea salt. The pack carries a vegetarian claim.The fig gives these a gentle fruitiness (8.8g of sugars per 100g on the label data), which makes them a natural match for blue cheese and aged Cheddar.Ingredients and dietary: Contains gluten and contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 100g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
            "product_json_route": "https://crackers.biz/product/peters-yard-fig-and-spelt-sourdough-crackers-100g/.json",
            "product_markdown_route": "https://crackers.biz/product/peters-yard-fig-and-spelt-sourdough-crackers-100g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070695",
            "price": "3.6",
            "price_gbp": 3.6,
            "regular_price_gbp": 4.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 3.6,
                "weight_g": 100,
                "comparison_price_gbp": 3.6,
                "comparison_unit": "100g",
                "pack_label": "100g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.6
            },
            "price_per_100g_gbp": 3.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
            "buy_url": "https://crackers.biz/buy/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
            "human_purchase_url": "https://crackers.biz/buy/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
            "buy_card_route": "https://crackers.biz/buy-card/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
            "buy_card_url": "https://crackers.biz/buy-card/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-fig-and-spelt-sourdough-crackers-100g-5060198820090-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Peter's Yard Fig & Spelt Sourdough Crackers, 100g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-peters-yard-fig-and-spelt-sourdough-crackers-100g-5060198820090-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-fig-and-spelt-sourdough-crackers-100g-5060198820090-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-fig-and-spelt-sourdough-crackers-100g-5060198820090-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-fig-and-spelt-sourdough-crackers-100g-5060198820090-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072178",
                "attachment_id": 1072178,
                "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-fig-and-spelt-sourdough-crackers-100g-5060198820090-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-peters-yard-fig-and-spelt-sourdough-crackers-100g-5060198820090-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 24369,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072178",
                    "attachment_id": 1072178,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-fig-and-spelt-sourdough-crackers-100g-5060198820090-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-fig-and-spelt-sourdough-crackers-100g-5060198820090-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072178",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "honey",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "honey",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2058,
                    "name": "Peter's Yard",
                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Sourdough and artisan",
                        "slug": "sourdough-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070695",
                "same_brand_products": [
                    {
                        "product_id": "1070700",
                        "name": "Peter's Yard Seeded Sourdough Flatbreads, 135g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820717",
                        "sku": "peters-yard-seeded-sourdough-flatbreads-135g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-seeded-sourdough-flatbreads-135g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070701",
                        "name": "Peter's Yard Sourdough Crackers Selection Box, 270g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820892",
                        "sku": "peters-yard-sourdough-crackers-selection-box-270g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-sourdough-crackers-selection-box-270g/",
                        "price": "6.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070696",
                        "name": "Peter's Yard Original Sourdough Crackers Twin Pack",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820052",
                        "sku": "peters-yard-original-sourdough-crackers-90g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crackers-twin-pack/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070697",
                        "name": "Peter's Yard Original Sourdough Crispbreads, 125g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198821295",
                        "sku": "peters-yard-original-sourdough-crispbreads-125g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crispbreads-125g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070698",
                        "name": "Peter's Yard Rosemary & Sea Salt Sourdough Crackers, 90g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820847",
                        "sku": "peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070699",
                        "name": "Peter's Yard Sea Salt Sourdough Flatbreads, 115g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820694",
                        "sku": "peters-yard-sea-salt-sourdough-flatbreads-115g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sea-salt-sourdough-flatbreads-115g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-sea-salt-sourdough-flatbreads-115g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
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            "buy_card_url": "https://crackers.biz/buy-card/peters-yard-original-sourdough-crackers-twin-pack/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Peter's Yard Original Sourdough Crackers Twin Pack, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072179",
                "attachment_id": 1072179,
                "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 22388,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072179",
                    "attachment_id": 1072179,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072179",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "honey",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "honey",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2058,
                    "name": "Peter's Yard",
                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Sourdough and artisan",
                        "slug": "sourdough-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070696",
                "same_brand_products": [
                    {
                        "product_id": "1070700",
                        "name": "Peter's Yard Seeded Sourdough Flatbreads, 135g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820717",
                        "sku": "peters-yard-seeded-sourdough-flatbreads-135g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-seeded-sourdough-flatbreads-135g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070701",
                        "name": "Peter's Yard Sourdough Crackers Selection Box, 270g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820892",
                        "sku": "peters-yard-sourdough-crackers-selection-box-270g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-sourdough-crackers-selection-box-270g/",
                        "price": "6.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070695",
                        "name": "Peter's Yard Fig & Spelt Sourdough Crackers, 100g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820090",
                        "sku": "peters-yard-fig-and-spelt-sourdough-crackers-100g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070697",
                        "name": "Peter's Yard Original Sourdough Crispbreads, 125g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198821295",
                        "sku": "peters-yard-original-sourdough-crispbreads-125g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crispbreads-125g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070698",
                        "name": "Peter's Yard Rosemary & Sea Salt Sourdough Crackers, 90g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820847",
                        "sku": "peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070699",
                        "name": "Peter's Yard Sea Salt Sourdough Flatbreads, 115g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820694",
                        "sku": "peters-yard-sea-salt-sourdough-flatbreads-115g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sea-salt-sourdough-flatbreads-115g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-sea-salt-sourdough-flatbreads-115g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072717,
                        "title": "Peter's Yard: the Swedish style sourdough crispbread, and what makes it different",
                        "slug": "peters-yard",
                        "canonical_url": "https://crackers.biz/wiki/peters-yard/",
                        "path": "/wiki/peters-yard/",
                        "markdown_url": "https://crackers.biz/wiki/peters-yard.md",
                        "json_url": "https://crackers.biz/wiki/peters-yard.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/peters-yard.md",
                            "json": "/wiki/peters-yard.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/peters-yard/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/peters-yard/",
                            "citation_anchor_url": "https://crackers.biz/wiki/peters-yard/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/peters-yard/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 21,
                "missing_fields": [
                    "servings_per_pack",
                    "price_per_100g_gbp",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070696",
                    "product_name": "Peter's Yard Original Sourdough Crackers Twin Pack",
                    "gtin": "5060198820052",
                    "brand": "Peter's Yard",
                    "product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/",
                    "sub_type": "Crackers, Sourdough Crackers, Cheeseboard Crackers, Twin Pack",
                    "variant_or_style": "peters-yard-original-sourdough-crackers-twin-pack",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "180",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3.2",
                    "price_per_100g_gbp": null,
                    "price_tier": "premium",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "honey",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "no",
                    "added_flavour_ingredients": "none named on the front of the pack; this is the original rather than a seasoned variant, and the full ingredient declaration is printed on the current UK pack",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Peter's Yard",
                    "brand_slugs": [
                        "peters-yard"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "sourdough-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "honey"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "premium"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070696",
                "product_json_route": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/.json",
                "product_markdown_route": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/.md",
                "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crackers-twin-pack/",
                "buy_card_route": "https://crackers.biz/buy-card/peters-yard-original-sourdough-crackers-twin-pack/",
                "citation_anchor": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070696",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crackers-twin-pack-5060198820052-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072179",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070696&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070696",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Peter's Yard: the Swedish style sourdough crispbread, and what makes it different",
                        "url": "https://crackers.biz/wiki/peters-yard/",
                        "markdown_url": "https://crackers.biz/wiki/peters-yard.md",
                        "json_url": "https://crackers.biz/wiki/peters-yard.json",
                        "citation_anchor": "https://crackers.biz/wiki/peters-yard/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 21,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "price_per_100g_gbp",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "742cc94b74aa7d44bbb655b9200d6148659db72a4e05dfc740790b6db907c2c0"
            }
        },
        {
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            "brand": "Peter's Yard",
            "brand_entities": [
                {
                    "term_id": 2058,
                    "name": "Peter's Yard",
                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads",
                "Sourdough and artisan"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                },
                {
                    "term_id": 2094,
                    "name": "Sourdough and artisan",
                    "slug": "sourdough-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                }
            ],
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            "slug": "peters-yard-original-sourdough-crispbreads-125g",
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            "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/",
            "product_json_route": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070697",
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            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.72,
                "weight_g": 125,
                "comparison_price_gbp": 2.72,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.72,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crispbreads-125g/",
            "buy_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crispbreads-125g/",
            "human_purchase_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crispbreads-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/peters-yard-original-sourdough-crispbreads-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/peters-yard-original-sourdough-crispbreads-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Peter's Yard Original Sourdough Crispbreads, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072183",
                "attachment_id": 1072183,
                "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35353,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072183",
                    "attachment_id": 1072183,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072183",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "honey",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "honey",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
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                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
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                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    },
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                        "term_id": 2094,
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                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070697",
                "same_brand_products": [
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                        "brand": "Peter's Yard",
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                        "canonical_product_url": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-seeded-sourdough-flatbreads-135g/",
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                        "curator_opinion": {
                            "available": false
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                    },
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                        "brand": "Peter's Yard",
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                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-sourdough-crackers-selection-box-270g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "brand": "Peter's Yard",
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                        "canonical_product_url": "https://crackers.biz/product/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
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                        "currency": "GBP",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "brand": "Peter's Yard",
                        "gtin": "5060198820052",
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                        "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crackers-twin-pack/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
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                        "brand": "Peter's Yard",
                        "gtin": "5060198820847",
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                        "canonical_product_url": "https://crackers.biz/product/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070699",
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                        "brand": "Peter's Yard",
                        "gtin": "5060198820694",
                        "sku": "peters-yard-sea-salt-sourdough-flatbreads-115g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sea-salt-sourdough-flatbreads-115g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-sea-salt-sourdough-flatbreads-115g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                "same_category_products": [
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                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
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                        "curator_opinion": {
                            "available": false
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                    },
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                        "brand": "The Snack Organisation",
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                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
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                        "curator_opinion": {
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                        "ingredient_family": "biscuits",
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                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
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                        "currency": "GBP",
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                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
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                        "path": "/wiki/peters-yard/",
                        "markdown_url": "https://crackers.biz/wiki/peters-yard.md",
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                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
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                            "json": "/wiki/peters-yard.json"
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                        "citation_anchor": "https://crackers.biz/wiki/peters-yard/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/peters-yard/",
                            "citation_anchor_url": "https://crackers.biz/wiki/peters-yard/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/peters-yard/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
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                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
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                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
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                    "focus_friendly",
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
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                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
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                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
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                "field_sources": {
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                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
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                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
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                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
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                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
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                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
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                        "crispbreads",
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                "ranking_boosts": {
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                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
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                    "sweetness": "",
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                    "mouthfeel": "",
                    "price_tier": "premium"
                },
                "graph_signals": {
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                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 6,
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                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070697",
                "product_json_route": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/.md",
                "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crispbreads-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/peters-yard-original-sourdough-crispbreads-125g/",
                "citation_anchor": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070697",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-original-sourdough-crispbreads-125g-5060198821295-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072183",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070697&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070697",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Peter's Yard: the Swedish style sourdough crispbread, and what makes it different",
                        "url": "https://crackers.biz/wiki/peters-yard/",
                        "markdown_url": "https://crackers.biz/wiki/peters-yard.md",
                        "json_url": "https://crackers.biz/wiki/peters-yard.json",
                        "citation_anchor": "https://crackers.biz/wiki/peters-yard/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
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                "linked_wiki_topic_count": 1,
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                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
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                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "57ec0461bee958cd98778c39da33b911e645b70509f567074bc513c966fb4dc5"
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                {
                    "term_id": 2058,
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                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
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            ],
            "categories": [
                "Crackers & Crispbreads",
                "Sourdough and artisan"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2094,
                    "name": "Sourdough and artisan",
                    "slug": "sourdough-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                }
            ],
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            "slug": "peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g",
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            "canonical_product_url": "https://crackers.biz/product/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
            "product_json_route": "https://crackers.biz/product/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/.json",
            "product_markdown_route": "https://crackers.biz/product/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070698",
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            "price_gbp": 3.2,
            "regular_price_gbp": 4,
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            "unit_pricing": {
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                "serving_unit": null,
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                "comparison_price_gbp": 3.5555555555555554,
                "comparison_unit": "100g",
                "pack_label": "90g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 3.5555555555555554,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
            "buy_url": "https://crackers.biz/buy/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
            "human_purchase_url": "https://crackers.biz/buy/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
            "buy_card_route": "https://crackers.biz/buy-card/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
            "buy_card_url": "https://crackers.biz/buy-card/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g-5060198820847-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Peter's Yard Rosemary & Sea Salt Sourdough Crackers, 90g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g-5060198820847-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g-5060198820847-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g-5060198820847-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g-5060198820847-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072184",
                "attachment_id": 1072184,
                "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g-5060198820847-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g-5060198820847-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 21714,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072184",
                    "attachment_id": 1072184,
                    "source": {
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                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g-5060198820847-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072184",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2058,
                    "name": "Peter's Yard",
                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Sourdough and artisan",
                        "slug": "sourdough-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070698",
                "same_brand_products": [
                    {
                        "product_id": "1070700",
                        "name": "Peter's Yard Seeded Sourdough Flatbreads, 135g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820717",
                        "sku": "peters-yard-seeded-sourdough-flatbreads-135g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-seeded-sourdough-flatbreads-135g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070701",
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                        "brand": "Peter's Yard",
                        "gtin": "5060198820892",
                        "sku": "peters-yard-sourdough-crackers-selection-box-270g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-sourdough-crackers-selection-box-270g/",
                        "price": "6.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070695",
                        "name": "Peter's Yard Fig & Spelt Sourdough Crackers, 100g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820090",
                        "sku": "peters-yard-fig-and-spelt-sourdough-crackers-100g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
                        "price": "3.6",
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                    "slug": "sourdough-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                },
                {
                    "term_id": 2093,
                    "name": "Thins and flatbreads",
                    "slug": "thins-and-flatbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                }
            ],
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            "slug": "peters-yard-sea-salt-sourdough-flatbreads-115g",
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            "canonical_product_url": "https://crackers.biz/product/peters-yard-sea-salt-sourdough-flatbreads-115g/",
            "product_json_route": "https://crackers.biz/product/peters-yard-sea-salt-sourdough-flatbreads-115g/.json",
            "product_markdown_route": "https://crackers.biz/product/peters-yard-sea-salt-sourdough-flatbreads-115g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070699",
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            "regular_price_gbp": 4.5,
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                "version": 1,
                "servings": null,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
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            },
            "price_per_100g_gbp": 3.130434782608696,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/peters-yard-sea-salt-sourdough-flatbreads-115g/",
            "buy_url": "https://crackers.biz/buy/peters-yard-sea-salt-sourdough-flatbreads-115g/",
            "human_purchase_url": "https://crackers.biz/buy/peters-yard-sea-salt-sourdough-flatbreads-115g/",
            "buy_card_route": "https://crackers.biz/buy-card/peters-yard-sea-salt-sourdough-flatbreads-115g/",
            "buy_card_url": "https://crackers.biz/buy-card/peters-yard-sea-salt-sourdough-flatbreads-115g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-sea-salt-sourdough-flatbreads-115g-5060198820694-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Peter's Yard Sea Salt Sourdough Flatbreads, 115g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-peters-yard-sea-salt-sourdough-flatbreads-115g-5060198820694-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-sea-salt-sourdough-flatbreads-115g-5060198820694-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-sea-salt-sourdough-flatbreads-115g-5060198820694-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-sea-salt-sourdough-flatbreads-115g-5060198820694-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072185",
                "attachment_id": 1072185,
                "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-sea-salt-sourdough-flatbreads-115g-5060198820694-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-peters-yard-sea-salt-sourdough-flatbreads-115g-5060198820694-front-of-pack-600x600.avif",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 24962,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072185",
                    "attachment_id": 1072185,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-sea-salt-sourdough-flatbreads-115g-5060198820694-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-sea-salt-sourdough-flatbreads-115g-5060198820694-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072185",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/peters-yard-sea-salt-sourdough-flatbreads-115g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "name": "Peter's Yard",
                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Sourdough and artisan",
                        "slug": "sourdough-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070699",
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                        "sku": "peters-yard-seeded-sourdough-flatbreads-135g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-seeded-sourdough-flatbreads-135g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                        "sku": "peters-yard-fig-and-spelt-sourdough-crackers-100g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
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                        "brand": "Peter's Yard",
                        "gtin": "5060198820052",
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                        "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crackers-twin-pack/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
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                    },
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                        "checkout_url": "https://crackers.biz/buy/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    }
                ],
                "same_category_products": [
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                        "ingredient_family": "biscuits",
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                    },
                    {
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
                        "product_id": "1070732",
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                        "brand": "The Snack Organisation",
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                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
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                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072186",
                    "attachment_id": 1072186,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-seeded-sourdough-flatbreads-135g-5060198820717-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-seeded-sourdough-flatbreads-135g-5060198820717-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072186",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2058,
                    "name": "Peter's Yard",
                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2094,
                        "name": "Sourdough and artisan",
                        "slug": "sourdough-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070700",
                "same_brand_products": [
                    {
                        "product_id": "1070701",
                        "name": "Peter's Yard Sourdough Crackers Selection Box, 270g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820892",
                        "sku": "peters-yard-sourdough-crackers-selection-box-270g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-sourdough-crackers-selection-box-270g/",
                        "price": "6.8",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070695",
                        "name": "Peter's Yard Fig & Spelt Sourdough Crackers, 100g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820090",
                        "sku": "peters-yard-fig-and-spelt-sourdough-crackers-100g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-fig-and-spelt-sourdough-crackers-100g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070696",
                        "name": "Peter's Yard Original Sourdough Crackers Twin Pack",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820052",
                        "sku": "peters-yard-original-sourdough-crackers-90g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crackers-twin-pack/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crackers-twin-pack/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070697",
                        "name": "Peter's Yard Original Sourdough Crispbreads, 125g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198821295",
                        "sku": "peters-yard-original-sourdough-crispbreads-125g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-original-sourdough-crispbreads-125g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crispbreads-125g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070698",
                        "name": "Peter's Yard Rosemary & Sea Salt Sourdough Crackers, 90g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820847",
                        "sku": "peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070699",
                        "name": "Peter's Yard Sea Salt Sourdough Flatbreads, 115g",
                        "brand": "Peter's Yard",
                        "gtin": "5060198820694",
                        "sku": "peters-yard-sea-salt-sourdough-flatbreads-115g",
                        "canonical_product_url": "https://crackers.biz/product/peters-yard-sea-salt-sourdough-flatbreads-115g/",
                        "checkout_url": "https://crackers.biz/buy/peters-yard-sea-salt-sourdough-flatbreads-115g/",
                        "price": "3.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072717,
                        "title": "Peter's Yard: the Swedish style sourdough crispbread, and what makes it different",
                        "slug": "peters-yard",
                        "canonical_url": "https://crackers.biz/wiki/peters-yard/",
                        "path": "/wiki/peters-yard/",
                        "markdown_url": "https://crackers.biz/wiki/peters-yard.md",
                        "json_url": "https://crackers.biz/wiki/peters-yard.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/peters-yard.md",
                            "json": "/wiki/peters-yard.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/peters-yard/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/peters-yard/",
                            "citation_anchor_url": "https://crackers.biz/wiki/peters-yard/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/peters-yard/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070700",
                    "product_name": "Peter's Yard Seeded Sourdough Flatbreads, 135g",
                    "gtin": "5060198820717",
                    "brand": "Peter's Yard",
                    "product_url": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/",
                    "sub_type": "Crackers, Sourdough Crackers, Flatbreads, Seeded Crackers, Cheeseboard Crackers",
                    "variant_or_style": "peters-yard-seeded-sourdough-flatbreads-135g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "135",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3.6",
                    "price_per_100g_gbp": "2.6666666666667",
                    "price_tier": "premium",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "yes",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Peter's Yard",
                    "brand_slugs": [
                        "peters-yard"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "sourdough-crackers",
                        "thins-and-flatbreads",
                        "wholegrain-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "premium"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 6,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070700",
                "product_json_route": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/.json",
                "product_markdown_route": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/.md",
                "checkout_url": "https://crackers.biz/buy/peters-yard-seeded-sourdough-flatbreads-135g/",
                "buy_card_route": "https://crackers.biz/buy-card/peters-yard-seeded-sourdough-flatbreads-135g/",
                "citation_anchor": "https://crackers.biz/product/peters-yard-seeded-sourdough-flatbreads-135g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070700",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-seeded-sourdough-flatbreads-135g-5060198820717-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072186",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070700&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070700",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Peter's Yard: the Swedish style sourdough crispbread, and what makes it different",
                        "url": "https://crackers.biz/wiki/peters-yard/",
                        "markdown_url": "https://crackers.biz/wiki/peters-yard.md",
                        "json_url": "https://crackers.biz/wiki/peters-yard.json",
                        "citation_anchor": "https://crackers.biz/wiki/peters-yard/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f32468284de98763efff0ff845325b1bfa7c05923380ec9a748f7b4430c3a270"
            }
        },
        {
            "product_id": "1070701",
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            "brand": "Peter's Yard",
            "brand_entities": [
                {
                    "term_id": 2058,
                    "name": "Peter's Yard",
                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
                }
            ],
            "categories": [
                "Cracker selections",
                "Crackers & Crispbreads",
                "Sourdough and artisan"
            ],
            "category_entities": [
                {
                    "term_id": 2095,
                    "name": "Cracker selections",
                    "slug": "cracker-selections",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2094,
                    "name": "Sourdough and artisan",
                    "slug": "sourdough-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
                }
            ],
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            "slug": "peters-yard-sourdough-crackers-selection-box-270g",
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            "canonical_product_url": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/",
            "product_json_route": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/.json",
            "product_markdown_route": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070701",
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            "price_gbp": 6.8,
            "regular_price_gbp": 8.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.5185185185185186,
                "weight_g": 270,
                "comparison_price_gbp": 2.5185185185185186,
                "comparison_unit": "100g",
                "pack_label": "270g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 6.8
            },
            "price_per_100g_gbp": 2.5185185185185186,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/peters-yard-sourdough-crackers-selection-box-270g/",
            "buy_url": "https://crackers.biz/buy/peters-yard-sourdough-crackers-selection-box-270g/",
            "human_purchase_url": "https://crackers.biz/buy/peters-yard-sourdough-crackers-selection-box-270g/",
            "buy_card_route": "https://crackers.biz/buy-card/peters-yard-sourdough-crackers-selection-box-270g/",
            "buy_card_url": "https://crackers.biz/buy-card/peters-yard-sourdough-crackers-selection-box-270g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-sourdough-crackers-selection-box-270g-5060198820892-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Peter's Yard Sourdough Crackers Selection Box, 270g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-peters-yard-sourdough-crackers-selection-box-270g-5060198820892-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-sourdough-crackers-selection-box-270g-5060198820892-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-sourdough-crackers-selection-box-270g-5060198820892-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-peters-yard-sourdough-crackers-selection-box-270g-5060198820892-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072187",
                "attachment_id": 1072187,
                "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-sourdough-crackers-selection-box-270g-5060198820892-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-peters-yard-sourdough-crackers-selection-box-270g-5060198820892-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 30830,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072187",
                    "attachment_id": 1072187,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-sourdough-crackers-selection-box-270g-5060198820892-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-peters-yard-sourdough-crackers-selection-box-270g-5060198820892-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072187",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/peters-yard-sourdough-crackers-selection-box-270g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                    "slug": "peters-yard",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/peters-yard/"
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                        "slug": "cracker-selections",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cracker-selections/"
                    },
                    {
                        "term_id": 1188,
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                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
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                    {
                        "term_id": 2094,
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                        "slug": "sourdough-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/sourdough-crackers/"
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                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070701",
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                        "checkout_url": "https://crackers.biz/buy/peters-yard-seeded-sourdough-flatbreads-135g/",
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                            "available": false
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                        "curator_opinion": {
                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crackers-twin-pack/",
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                            "available": false
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                        "gtin": "5060198821295",
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                        "checkout_url": "https://crackers.biz/buy/peters-yard-original-sourdough-crispbreads-125g/",
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                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/peters-yard-rosemary-and-sea-salt-sourdough-crackers-90g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/peters-yard-sea-salt-sourdough-flatbreads-115g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "curator_opinion": {
                            "available": false
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                            "available": false
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                        "markdown_url": "https://crackers.biz/wiki/peters-yard.md",
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                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
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                        "citation_anchor": "https://crackers.biz/wiki/peters-yard/",
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                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/peters-yard/",
                            "citation_anchor_url": "https://crackers.biz/wiki/peters-yard/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/peters-yard/",
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                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
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                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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                "import_ready": true,
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                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
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                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Peter's Yard: the Swedish style sourdough crispbread, and what makes it different",
                        "url": "https://crackers.biz/wiki/peters-yard/",
                        "markdown_url": "https://crackers.biz/wiki/peters-yard.md",
                        "json_url": "https://crackers.biz/wiki/peters-yard.json",
                        "citation_anchor": "https://crackers.biz/wiki/peters-yard/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " peter s yard sourdough crackers selection box 270g peter s yard 5060198820892 peters yard sourdough crackers selection box 270g biscuits pack required crackers biscuits cracker selections crackers crispbreads sourdough and artisan 1070701 peter s yard sourdough crackers selection box 270g 5060198820892 peter s yard https crackers biz product peters yard sourdough crackers selection box 270g crackers crispbread sourdough cracker selection cheese biscuit peters yard sourdough crackers selection box 270g not claimed pack required n a crackers 270 box 6 8 2 5185185185185 premium pack required pack required pack required pack required pack required no biscuits n a pack required afternoon evening no yes no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 peter s yard peters yard cracker selections crackers crispbreads sourdough crackers crackers pack required pack required pack required yes no yes afternoon evening biscuits premium 0 1 6 8 peter s yard the swedish style sourdough crispbread and what makes it different ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "b9a1e1b6ccc3a528dcf3d9a7e338c4dec5fec75bbcb4d3203928a6bc02b3a5fc"
            }
        },
        {
            "product_id": "1070702",
            "name": "Rakusen's Flame Baked Matzo Crackers, 150g",
            "brand": "Rakusen's",
            "brand_entities": [
                {
                    "term_id": 2061,
                    "name": "Rakusen's",
                    "slug": "rakusens",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/rakusens/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Matzo"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2098,
                    "name": "Matzo",
                    "slug": "matzo",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/matzo/"
                }
            ],
            "gtin": "5010112000169",
            "sku": "rakusens-flame-baked-matzo-crackers-150g",
            "slug": "rakusens-flame-baked-matzo-crackers-150g",
            "short_description": "Rakusen's Flame Baked Matzo Crackers are made from just two ingredients: fortified wheat flour and water. No salt, no fat, no raising agent: a plain, crisp, blistered cracker.That makes them one of the leanest crackers we sell, with 1g of fat per 100g on the label data, and a blank canvas for any topping.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/rakusens-flame-baked-matzo-crackers-150g/",
            "product_json_route": "https://crackers.biz/product/rakusens-flame-baked-matzo-crackers-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/rakusens-flame-baked-matzo-crackers-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070702",
            "price": "2.6",
            "price_gbp": 2.6,
            "regular_price_gbp": 3.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.7333333333333334,
                "weight_g": 150,
                "comparison_price_gbp": 1.7333333333333334,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.6
            },
            "price_per_100g_gbp": 1.7333333333333334,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/rakusens-flame-baked-matzo-crackers-150g/",
            "buy_url": "https://crackers.biz/buy/rakusens-flame-baked-matzo-crackers-150g/",
            "human_purchase_url": "https://crackers.biz/buy/rakusens-flame-baked-matzo-crackers-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/rakusens-flame-baked-matzo-crackers-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/rakusens-flame-baked-matzo-crackers-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-flame-baked-matzo-crackers-150g-5010112000169-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Rakusen's Flame Baked Matzo Crackers, 150g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-rakusens-flame-baked-matzo-crackers-150g-5010112000169-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-flame-baked-matzo-crackers-150g-5010112000169-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-flame-baked-matzo-crackers-150g-5010112000169-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-flame-baked-matzo-crackers-150g-5010112000169-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072188",
                "attachment_id": 1072188,
                "relative_upload_path": "2026/09/www-crackers-biz-rakusens-flame-baked-matzo-crackers-150g-5010112000169-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-rakusens-flame-baked-matzo-crackers-150g-5010112000169-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32237,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072188",
                    "attachment_id": 1072188,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-rakusens-flame-baked-matzo-crackers-150g-5010112000169-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-rakusens-flame-baked-matzo-crackers-150g-5010112000169-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072188",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/rakusens-flame-baked-matzo-crackers-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2061,
                    "name": "Rakusen's",
                    "slug": "rakusens",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/rakusens/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Matzo",
                        "slug": "matzo",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/matzo/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070702",
                "same_brand_products": [
                    {
                        "product_id": "1070703",
                        "name": "Rakusen's of Yorkshire Matzos Flame Baked Cracker, 200g",
                        "brand": "Rakusen's",
                        "gtin": "5010112006161",
                        "sku": "rakusens-of-yorkshire-matzos-flame-baked-cracker-200g",
                        "canonical_product_url": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
                        "checkout_url": "https://crackers.biz/buy/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070704",
                        "name": "Rakusen's of Yorkshire Matzos Flame Baked Cracker, 300g",
                        "brand": "Rakusen's",
                        "gtin": "5010112000053",
                        "sku": "rakusens-of-yorkshire-matzos-flame-baked-cracker-300g",
                        "canonical_product_url": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
                        "checkout_url": "https://crackers.biz/buy/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
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                        "brand": "Trimlyne",
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            "buy_card_route": "https://crackers.biz/buy-card/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Rakusen's of Yorkshire Matzos Flame Baked Cracker, 200g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072189",
                "attachment_id": 1072189,
                "relative_upload_path": "2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 49265,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "avif": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1500
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072189",
                    "attachment_id": 1072189,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack.jpg",
                        "width": 1500,
                        "height": 1500,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072189",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2061,
                    "name": "Rakusen's",
                    "slug": "rakusens",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/rakusens/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2098,
                        "name": "Matzo",
                        "slug": "matzo",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/matzo/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070703",
                "same_brand_products": [
                    {
                        "product_id": "1070702",
                        "name": "Rakusen's Flame Baked Matzo Crackers, 150g",
                        "brand": "Rakusen's",
                        "gtin": "5010112000169",
                        "sku": "rakusens-flame-baked-matzo-crackers-150g",
                        "canonical_product_url": "https://crackers.biz/product/rakusens-flame-baked-matzo-crackers-150g/",
                        "checkout_url": "https://crackers.biz/buy/rakusens-flame-baked-matzo-crackers-150g/",
                        "price": "2.6",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070704",
                        "name": "Rakusen's of Yorkshire Matzos Flame Baked Cracker, 300g",
                        "brand": "Rakusen's",
                        "gtin": "5010112000053",
                        "sku": "rakusens-of-yorkshire-matzos-flame-baked-cracker-300g",
                        "canonical_product_url": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
                        "checkout_url": "https://crackers.biz/buy/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
                        "price": "3",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072610,
                        "title": "Rakusen's: the Leeds matzo bakery that began in a back room in 1900",
                        "slug": "rakusens",
                        "canonical_url": "https://crackers.biz/wiki/rakusens/",
                        "path": "/wiki/rakusens/",
                        "markdown_url": "https://crackers.biz/wiki/rakusens.md",
                        "json_url": "https://crackers.biz/wiki/rakusens.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/rakusens.md",
                            "json": "/wiki/rakusens.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/rakusens/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/rakusens/",
                            "citation_anchor_url": "https://crackers.biz/wiki/rakusens/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/rakusens/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
                    },
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072875,
                        "title": "Matzo: how matzo crackers are made, the 18 minute rule, and the history of Passover bread",
                        "slug": "matzo",
                        "canonical_url": "https://crackers.biz/wiki/matzo/",
                        "path": "/wiki/matzo/",
                        "markdown_url": "https://crackers.biz/wiki/matzo.md",
                        "json_url": "https://crackers.biz/wiki/matzo.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/matzo.md",
                            "json": "/wiki/matzo.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/matzo/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/matzo/",
                            "citation_anchor_url": "https://crackers.biz/wiki/matzo/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/matzo/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
                    }
                ],
                "linked_wiki_topic_count": 2,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070703",
                    "product_name": "Rakusen's of Yorkshire Matzos Flame Baked Cracker, 200g",
                    "gtin": "5010112006161",
                    "brand": "Rakusen's",
                    "product_url": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
                    "sub_type": "Crackers, Matzo, Unleavened, Plain Crackers, Savoury Biscuits",
                    "variant_or_style": "rakusens-of-yorkshire-matzos-flame-baked-cracker-200g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "box",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.2",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "yes",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Rakusen's",
                    "brand_slugs": [
                        "rakusens"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "matzo"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 2,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070703",
                "product_json_route": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/.md",
                "checkout_url": "https://crackers.biz/buy/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
                "citation_anchor": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070703",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-200g-5010112006161-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072189",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070703&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070703",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Rakusen's: the Leeds matzo bakery that began in a back room in 1900",
                        "url": "https://crackers.biz/wiki/rakusens/",
                        "markdown_url": "https://crackers.biz/wiki/rakusens.md",
                        "json_url": "https://crackers.biz/wiki/rakusens.json",
                        "citation_anchor": "https://crackers.biz/wiki/rakusens/",
                        "relationship_source": "product_brand.slug"
                    },
                    {
                        "title": "Matzo: how matzo crackers are made, the 18 minute rule, and the history of Passover bread",
                        "url": "https://crackers.biz/wiki/matzo/",
                        "markdown_url": "https://crackers.biz/wiki/matzo.md",
                        "json_url": "https://crackers.biz/wiki/matzo.json",
                        "citation_anchor": "https://crackers.biz/wiki/matzo/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 2,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " rakusen s of yorkshire matzos flame baked cracker 200g rakusen s 5010112006161 rakusens of yorkshire matzos flame baked cracker 200g biscuits pack required crackers biscuits crackers crispbreads matzo 1070703 rakusen s of yorkshire matzos flame baked cracker 200g 5010112006161 rakusen s https crackers biz product rakusens of yorkshire matzos flame baked cracker 200g crackers matzo unleavened plain crackers savoury biscuits rakusens of yorkshire matzos flame baked cracker 200g not claimed pack required n a crackers 200 box 2 4 1 2 value pack required pack required pack required pack required pack required yes biscuits pack required pack required anytime no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 rakusen s rakusens crackers crispbreads matzo crackers pack required pack required pack required no no yes anytime biscuits value 0 2 2 8 rakusen s the leeds matzo bakery that began in a back room in 1900 matzo how matzo crackers are made the 18 minute rule and the history of passover bread ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "3c7bc6aa4dca836bb5043bc2156e85dc6e72e16079ab1ee28c9a28c5aed57734"
            }
        },
        {
            "product_id": "1070704",
            "name": "Rakusen's of Yorkshire Matzos Flame Baked Cracker, 300g",
            "brand": "Rakusen's",
            "brand_entities": [
                {
                    "term_id": 2061,
                    "name": "Rakusen's",
                    "slug": "rakusens",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/rakusens/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Matzo"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2098,
                    "name": "Matzo",
                    "slug": "matzo",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/matzo/"
                }
            ],
            "gtin": "5010112000053",
            "sku": "rakusens-of-yorkshire-matzos-flame-baked-cracker-300g",
            "slug": "rakusens-of-yorkshire-matzos-flame-baked-cracker-300g",
            "short_description": "Rakusen's of Yorkshire Matzos in the 300g pack, sold as Matzos: Flame Baked Crackers. Two ingredients, wheat flour and water, with vegan and vegetarian claims on the pack.The larger pack suits a household that uses matzo for breakfasts, lunches and cooking. The label data gives 1g of fat and 0.01g of salt per 100g.Ingredients and dietary: Contains gluten, no milk ingredient listed and labelled vegan. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 300g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
            "product_json_route": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/.json",
            "product_markdown_route": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070704",
            "price": "3",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1,
                "weight_g": 300,
                "comparison_price_gbp": 1,
                "comparison_unit": "100g",
                "pack_label": "300g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 1,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
            "buy_url": "https://crackers.biz/buy/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
            "human_purchase_url": "https://crackers.biz/buy/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
            "buy_card_route": "https://crackers.biz/buy-card/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
            "buy_card_url": "https://crackers.biz/buy-card/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-300g-5010112000053-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Rakusen's of Yorkshire Matzos Flame Baked Cracker, 300g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-300g-5010112000053-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-300g-5010112000053-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-300g-5010112000053-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-300g-5010112000053-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072190",
                "attachment_id": 1072190,
                "relative_upload_path": "2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-300g-5010112000053-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-300g-5010112000053-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 46759,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "avif": {
                        "candidate_count": 10,
                        "max_width": 1500
                    },
                    "webp": {
                        "candidate_count": 10,
                        "max_width": 1500
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072190",
                    "attachment_id": 1072190,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-300g-5010112000053-front-of-pack.jpg",
                        "width": 1500,
                        "height": 1500,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-rakusens-of-yorkshire-matzos-flame-baked-cracker-300g-5010112000053-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072190",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-300g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "slug": "rakusens",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/rakusens/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2098,
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                        "slug": "matzo",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/matzo/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070704",
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                        "checkout_url": "https://crackers.biz/buy/rakusens-flame-baked-matzo-crackers-150g/",
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                        "canonical_product_url": "https://crackers.biz/product/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
                        "checkout_url": "https://crackers.biz/buy/rakusens-of-yorkshire-matzos-flame-baked-cracker-200g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                            "available": false
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                    },
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                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
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                        "curator_opinion": {
                            "available": false
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
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                            "available": false
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                        "gtin": "5050974504115",
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
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                            "available": false
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                        "markdown_url": "https://crackers.biz/wiki/rakusens.md",
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                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/rakusens.md",
                            "json": "/wiki/rakusens.json"
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                        "citation_anchor": "https://crackers.biz/wiki/rakusens/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/rakusens/",
                            "citation_anchor_url": "https://crackers.biz/wiki/rakusens/",
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                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/rakusens/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
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                        "path": "/wiki/matzo/",
                        "markdown_url": "https://crackers.biz/wiki/matzo.md",
                        "json_url": "https://crackers.biz/wiki/matzo.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/matzo.md",
                            "json": "/wiki/matzo.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/matzo/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/matzo/",
                            "citation_anchor_url": "https://crackers.biz/wiki/matzo/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/matzo/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
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                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
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            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
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                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
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                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
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                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
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                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
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                    "soil_association": "product_meta",
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                    "flavour_notes": "derived_runtime",
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                    "added_flavour_ingredients": "product_meta",
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                    "contains_dairy": "product_meta",
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                    "discontinued": "product_meta",
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                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
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                    "format": "crackers"
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                "hard_filters": {
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                "ranking_boosts": {
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                    "linked_wiki_topic_count": 2,
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                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070704",
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                "llm_feeds": {
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                    {
                        "title": "Matzo: how matzo crackers are made, the 18 minute rule, and the history of Passover bread",
                        "url": "https://crackers.biz/wiki/matzo/",
                        "markdown_url": "https://crackers.biz/wiki/matzo.md",
                        "json_url": "https://crackers.biz/wiki/matzo.json",
                        "citation_anchor": "https://crackers.biz/wiki/matzo/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 2,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " rakusen s of yorkshire matzos flame baked cracker 300g rakusen s 5010112000053 rakusens of yorkshire matzos flame baked cracker 300g biscuits pack required crackers biscuits crackers crispbreads matzo 1070704 rakusen s of yorkshire matzos flame baked cracker 300g 5010112000053 rakusen s https crackers biz product rakusens of yorkshire matzos flame baked cracker 300g crackers matzos unleavened crackers savoury biscuits rakusens of yorkshire matzos flame baked cracker 300g not claimed pack required n a crackers 300 pack 3 1 mid pack required pack required pack required pack required pack required yes biscuits pack required pack required any time no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 rakusen s rakusens crackers crispbreads matzo crackers pack required pack required pack required no no yes any time biscuits mid 0 2 2 8 rakusen s the leeds matzo bakery that began in a back room in 1900 matzo how matzo crackers are made the 18 minute rule and the history of passover bread ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "4c24ddacee69b072450eb7ece67a9e46312b19b40972f904694ae7c5b206ad75"
            }
        },
        {
            "product_id": "1070705",
            "name": "Ritz Cheese Flavoured Crackers Box, 140g",
            "brand": "Ritz",
            "brand_entities": [
                {
                    "term_id": 2065,
                    "name": "Ritz",
                    "slug": "ritz",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ritz/"
                }
            ],
            "categories": [
                "Cheese crackers",
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 2091,
                    "name": "Cheese crackers",
                    "slug": "cheese-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "7622201386757",
            "sku": "ritz-cheese-flavoured-crackers-box-140g",
            "slug": "ritz-cheese-flavoured-crackers-box-140g",
            "short_description": "Ritz Cheese are Ritz crackers with 5.3% cheese powder and black pepper in the dough: small, round, golden and rich, with a savoury, cheesy flavour. The label gives a serving as 8 crackers (30g).They use sunflower oil, so saturated fat is 4.7g per 100g on the label data, low for a rich cracker, with 24.7g of total fat.Ingredients and dietary: Contains gluten and contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 140g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/",
            "product_json_route": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/.json",
            "product_markdown_route": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070705",
            "price": "2",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.4285714285714286,
                "weight_g": 140,
                "comparison_price_gbp": 1.4285714285714286,
                "comparison_unit": "100g",
                "pack_label": "140g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 1.4285714285714286,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ritz-cheese-flavoured-crackers-box-140g/",
            "buy_url": "https://crackers.biz/buy/ritz-cheese-flavoured-crackers-box-140g/",
            "human_purchase_url": "https://crackers.biz/buy/ritz-cheese-flavoured-crackers-box-140g/",
            "buy_card_route": "https://crackers.biz/buy-card/ritz-cheese-flavoured-crackers-box-140g/",
            "buy_card_url": "https://crackers.biz/buy-card/ritz-cheese-flavoured-crackers-box-140g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ritz Cheese Flavoured Crackers Box, 140g, Cheese crackers. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072191",
                "attachment_id": 1072191,
                "relative_upload_path": "2026/09/www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34293,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072191",
                    "attachment_id": 1072191,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072191",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2065,
                    "name": "Ritz",
                    "slug": "ritz",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ritz/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070705",
                "same_brand_products": [
                    {
                        "product_id": "1070706",
                        "name": "Ritz Original Crackers Box, 150g",
                        "brand": "Ritz",
                        "gtin": "7622201386597",
                        "sku": "ritz-original-crackers-box-150g",
                        "canonical_product_url": "https://crackers.biz/product/ritz-original-crackers-box-150g/",
                        "checkout_url": "https://crackers.biz/buy/ritz-original-crackers-box-150g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070358",
                        "name": "Ritz Breaks Original Crackers Snack Lunchbox Multipack, 6 Pack 190g",
                        "brand": "Ritz",
                        "gtin": "7622210233721",
                        "sku": "ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070705",
                    "product_name": "Ritz Cheese Flavoured Crackers Box, 140g",
                    "gtin": "7622201386757",
                    "brand": "Ritz",
                    "product_url": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/",
                    "sub_type": "Biscuits, Crackers, Savoury Crackers, Cheese Crackers",
                    "variant_or_style": "ritz-cheese-flavoured-crackers-box-140g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "140",
                    "servings_per_pack": null,
                    "packaging_type": "box",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "1.4285714285714",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Ritz",
                    "brand_slugs": [
                        "ritz"
                    ],
                    "category_slugs": [
                        "cheese-crackers",
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070705",
                "product_json_route": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/.json",
                "product_markdown_route": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/.md",
                "checkout_url": "https://crackers.biz/buy/ritz-cheese-flavoured-crackers-box-140g/",
                "buy_card_route": "https://crackers.biz/buy-card/ritz-cheese-flavoured-crackers-box-140g/",
                "citation_anchor": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070705",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-cheese-flavoured-crackers-box-140g-7622201386757-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072191",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070705&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070705",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
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                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7222ebdafe431cd0dea01e052e42d2f1d89278fcd4c69a1ba3fc6ccd8ee0d861"
            }
        },
        {
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            "brand_entities": [
                {
                    "term_id": 2065,
                    "name": "Ritz",
                    "slug": "ritz",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ritz/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
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                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
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            "slug": "ritz-original-crackers-box-150g",
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            "canonical_product_url": "https://crackers.biz/product/ritz-original-crackers-box-150g/",
            "product_json_route": "https://crackers.biz/product/ritz-original-crackers-box-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/ritz-original-crackers-box-150g/.md",
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                "serving_unit": null,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 1.3333333333333333,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ritz-original-crackers-box-150g/",
            "buy_url": "https://crackers.biz/buy/ritz-original-crackers-box-150g/",
            "human_purchase_url": "https://crackers.biz/buy/ritz-original-crackers-box-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/ritz-original-crackers-box-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/ritz-original-crackers-box-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ritz Original Crackers Box, 150g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072192",
                "attachment_id": 1072192,
                "relative_upload_path": "2026/09/www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 33913,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
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                    "visual_family_id": "wp-attachment-1072192",
                    "attachment_id": 1072192,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072192",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ritz-original-crackers-box-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2065,
                    "name": "Ritz",
                    "slug": "ritz",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ritz/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070706",
                "same_brand_products": [
                    {
                        "product_id": "1070705",
                        "name": "Ritz Cheese Flavoured Crackers Box, 140g",
                        "brand": "Ritz",
                        "gtin": "7622201386757",
                        "sku": "ritz-cheese-flavoured-crackers-box-140g",
                        "canonical_product_url": "https://crackers.biz/product/ritz-cheese-flavoured-crackers-box-140g/",
                        "checkout_url": "https://crackers.biz/buy/ritz-cheese-flavoured-crackers-box-140g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070358",
                        "name": "Ritz Breaks Original Crackers Snack Lunchbox Multipack, 6 Pack 190g",
                        "brand": "Ritz",
                        "gtin": "7622210233721",
                        "sku": "ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g",
                        "canonical_product_url": "https://crackers.biz/product/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
                        "checkout_url": "https://crackers.biz/buy/ritz-breaks-original-crackers-snack-lunchbox-multipack-6-pack-190g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070706",
                    "product_name": "Ritz Original Crackers Box, 150g",
                    "gtin": "7622201386597",
                    "brand": "Ritz",
                    "product_url": "https://crackers.biz/product/ritz-original-crackers-box-150g/",
                    "sub_type": "Biscuits, Crackers, Savoury Crackers, Party Crackers",
                    "variant_or_style": "ritz-original-crackers-box-150g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "150",
                    "servings_per_pack": null,
                    "packaging_type": "box",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "1.3333333333333",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "yes",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Ritz",
                    "brand_slugs": [
                        "ritz"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 2,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/ritz-original-crackers-box-150g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070706",
                "product_json_route": "https://crackers.biz/product/ritz-original-crackers-box-150g/.json",
                "product_markdown_route": "https://crackers.biz/product/ritz-original-crackers-box-150g/.md",
                "checkout_url": "https://crackers.biz/buy/ritz-original-crackers-box-150g/",
                "buy_card_route": "https://crackers.biz/buy-card/ritz-original-crackers-box-150g/",
                "citation_anchor": "https://crackers.biz/product/ritz-original-crackers-box-150g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070706",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ritz-original-crackers-box-150g-7622201386597-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072192",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070706&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070706",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
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                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ritz original crackers box 150g ritz 7622201386597 ritz original crackers box 150g biscuits pack required crackers biscuits crackers crispbreads snack crackers 1070706 ritz original crackers box 150g 7622201386597 ritz https crackers biz product ritz original crackers box 150g biscuits crackers savoury crackers party crackers ritz original crackers box 150g not claimed pack required n a crackers 150 box 2 1 3333333333333 value pack required pack required pack required pack required pack required yes biscuits n a pack required anytime no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ritz ritz crackers crispbreads snack crackers crackers pack required pack required pack required no no yes anytime biscuits value 0 0 2 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "38e4c906951be481e1da09521d41bb942bbbfc2964ef635884465cf84ffa9c69"
            }
        },
        {
            "product_id": "1070707",
            "name": "Ryvita Crackerbread Original Crackers, 200g",
            "brand": "Ryvita",
            "brand_entities": [
                {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                }
            ],
            "gtin": "5010265000634",
            "sku": "ryvita-crackerbread-original-crackers-200g",
            "slug": "ryvita-crackerbread-original-crackers-200g",
            "short_description": "Ryvita Crackerbread Original, 200g: very light, crisp crackerbreads, the airy member of the Ryvita family, made for low calorie lunches and light toppings.The ingredient list, nutrition panel and allergy advice are printed on the pack you receive.Ingredients and dietary: the ingredient list and allergy advice are printed on the pack. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 200g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/ryvita-crackerbread-original-crackers-200g/",
            "product_json_route": "https://crackers.biz/product/ryvita-crackerbread-original-crackers-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-crackerbread-original-crackers-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070707",
            "price": "3",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.5,
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                "comparison_price_gbp": 1.5,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 1.5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-crackerbread-original-crackers-200g/",
            "buy_url": "https://crackers.biz/buy/ryvita-crackerbread-original-crackers-200g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-crackerbread-original-crackers-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-crackerbread-original-crackers-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-crackerbread-original-crackers-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crackerbread-original-crackers-200g-5010265000634-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Crackerbread Original Crackers, 200g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-crackerbread-original-crackers-200g-5010265000634-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crackerbread-original-crackers-200g-5010265000634-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crackerbread-original-crackers-200g-5010265000634-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crackerbread-original-crackers-200g-5010265000634-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072193",
                "attachment_id": 1072193,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crackerbread-original-crackers-200g-5010265000634-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-crackerbread-original-crackers-200g-5010265000634-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27377,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072193",
                    "attachment_id": 1072193,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crackerbread-original-crackers-200g-5010265000634-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crackerbread-original-crackers-200g-5010265000634-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072193",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-crackerbread-original-crackers-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070707",
                "same_brand_products": [
                    {
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                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
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                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
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                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
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                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070719",
                        "name": "Ryvita Sour Cream & Chive Sticks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974509851",
                        "sku": "ryvita-sour-cream-and-chive-sticks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
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            "buy_card_route": "https://crackers.biz/buy-card/ryvita-crackerbread-wholegrain-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-crackerbread-wholegrain-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Crackerbread Wholegrain Crackers, 125g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072194",
                "attachment_id": 1072194,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36326,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072194",
                    "attachment_id": 1072194,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072194",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-crackerbread-wholegrain-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070708",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
                        "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
                        "name": "Ryvita Thins Snack It Sour Cream & Chive Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070719",
                        "name": "Ryvita Sour Cream & Chive Sticks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974509851",
                        "sku": "ryvita-sour-cream-and-chive-sticks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072716,
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "slug": "ryvita",
                        "canonical_url": "https://crackers.biz/wiki/ryvita/",
                        "path": "/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/ryvita.md",
                            "json": "/wiki/ryvita.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/ryvita/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070708",
                    "product_name": "Ryvita Crackerbread Wholegrain Crackers, 125g",
                    "gtin": "5050974000655",
                    "brand": "Ryvita",
                    "product_url": "https://crackers.biz/product/ryvita-crackerbread-wholegrain-crackers-125g/",
                    "sub_type": "Crackers, Crackerbread, Wholegrain Crackers, Light Crackers",
                    "variant_or_style": "ryvita-crackerbread-wholegrain-crackers-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.8",
                    "price_per_100g_gbp": "2.24",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Ryvita",
                    "brand_slugs": [
                        "ryvita"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "crispbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/ryvita-crackerbread-wholegrain-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070708",
                "product_json_route": "https://crackers.biz/product/ryvita-crackerbread-wholegrain-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/ryvita-crackerbread-wholegrain-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/ryvita-crackerbread-wholegrain-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/ryvita-crackerbread-wholegrain-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/ryvita-crackerbread-wholegrain-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070708",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crackerbread-wholegrain-crackers-125g-5050974000655-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072194",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070708&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070708",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "url": "https://crackers.biz/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ryvita crackerbread wholegrain crackers 125g ryvita 5050974000655 ryvita crackerbread wholegrain crackers 125g biscuits pack required crackers biscuits crackers crispbreads crispbreads 1070708 ryvita crackerbread wholegrain crackers 125g 5050974000655 ryvita https crackers biz product ryvita crackerbread wholegrain crackers 125g crackers crackerbread wholegrain crackers light crackers ryvita crackerbread wholegrain crackers 125g not claimed pack required n a crackers 125 pack 2 8 2 24 mid pack required pack required pack required pack required pack required no biscuits n a pack required anytime no yes no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ryvita ryvita crackers crispbreads crispbreads crackers pack required pack required pack required yes no yes anytime biscuits mid 0 1 8 8 ryvita the british rye crispbread from a 1925 import business to poole ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "7f7d9e7438794351f638339223c0b3094b070ce4c730395b89748187778225ac"
            }
        },
        {
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            "brand": "Ryvita",
            "brand_entities": [
                {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                }
            ],
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            "sku": "ryvita-crispbread-cracked-black-pepper-crackers-200g",
            "slug": "ryvita-crispbread-cracked-black-pepper-crackers-200g",
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            "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
            "product_json_route": "https://crackers.biz/product/ryvita-crispbread-cracked-black-pepper-crackers-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-crispbread-cracked-black-pepper-crackers-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070709",
            "price": "3",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
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                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.5,
                "weight_g": 200,
                "comparison_price_gbp": 1.5,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 1.5,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
            "buy_url": "https://crackers.biz/buy/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-cracked-black-pepper-crackers-200g-5050974001225-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Crispbread Cracked Black Pepper Crackers, 200g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-crispbread-cracked-black-pepper-crackers-200g-5050974001225-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-cracked-black-pepper-crackers-200g-5050974001225-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-cracked-black-pepper-crackers-200g-5050974001225-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-cracked-black-pepper-crackers-200g-5050974001225-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072195",
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                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-cracked-black-pepper-crackers-200g-5050974001225-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-crispbread-cracked-black-pepper-crackers-200g-5050974001225-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 30933,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
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                    "attachment_id": 1072195,
                    "source": {
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                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-cracked-black-pepper-crackers-200g-5050974001225-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072195",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070709",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
                        "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
                        "name": "Ryvita Thins Snack It Sour Cream & Chive Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070719",
                        "name": "Ryvita Sour Cream & Chive Sticks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974509851",
                        "sku": "ryvita-sour-cream-and-chive-sticks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072716,
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "slug": "ryvita",
                        "canonical_url": "https://crackers.biz/wiki/ryvita/",
                        "path": "/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/ryvita.md",
                            "json": "/wiki/ryvita.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/ryvita/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070709",
                    "product_name": "Ryvita Crispbread Cracked Black Pepper Crackers, 200g",
                    "gtin": "5050974001225",
                    "brand": "Ryvita",
                    "product_url": "https://crackers.biz/product/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
                    "sub_type": "Crackers, Savoury Crackers, Crispbread, Peppered Crackers, Cheeseboard Crackers",
                    "variant_or_style": "ryvita-crispbread-cracked-black-pepper-crackers-200g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "3",
                    "price_per_100g_gbp": "1.5",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "cracked black pepper, named on the front of the pack according to the published pack listing; the seasoning declaration itself is printed on the current UK pack and has not been read",
                    "recommended_time_of_day": "midday, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Ryvita",
                    "brand_slugs": [
                        "ryvita"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "crispbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "midday, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070709",
                "product_json_route": "https://crackers.biz/product/ryvita-crispbread-cracked-black-pepper-crackers-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/ryvita-crispbread-cracked-black-pepper-crackers-200g/.md",
                "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
                "citation_anchor": "https://crackers.biz/product/ryvita-crispbread-cracked-black-pepper-crackers-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070709",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-cracked-black-pepper-crackers-200g-5050974001225-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072195",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070709&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070709",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "url": "https://crackers.biz/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ryvita crispbread cracked black pepper crackers 200g ryvita 5050974001225 ryvita crispbread cracked black pepper crackers 200g biscuits pack required crackers biscuits crackers crispbreads crispbreads 1070709 ryvita crispbread cracked black pepper crackers 200g 5050974001225 ryvita https crackers biz product ryvita crispbread cracked black pepper crackers 200g crackers savoury crackers crispbread peppered crackers cheeseboard crackers ryvita crispbread cracked black pepper crackers 200g not claimed pack required n a crackers 200 pack 3 1 5 value pack required pack required pack required pack required pack required pack required biscuits yes cracked black pepper named on the front of the pack according to the published pack listing the seasoning declaration itself is printed on the current uk pack and has not been read midday afternoon no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ryvita ryvita crackers crispbreads crispbreads crackers pack required pack required pack required pack required pack required pack required midday afternoon biscuits value 0 1 8 8 ryvita the british rye crispbread from a 1925 import business to poole ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "1a5926c95136f1a1bcf3dfd9e3c1cf58fc1e997e671ca2e3c7c3574bc64c7dad"
            }
        },
        {
            "product_id": "1070710",
            "name": "Ryvita Crispbread Dark Rye Crackers, 250g",
            "brand": "Ryvita",
            "brand_entities": [
                {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads",
                "Wholegrain and seeded"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                },
                {
                    "term_id": 2101,
                    "name": "Wholegrain and seeded",
                    "slug": "wholegrain-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                }
            ],
            "gtin": "5010265002911",
            "sku": "ryvita-crispbread-dark-rye-crackers-250g",
            "slug": "ryvita-crispbread-dark-rye-crackers-250g",
            "short_description": "Ryvita Crispbread Dark Rye is rye crispbread at its simplest: wholegrain rye flour, rye flour and salt. The pack carries vegan and vegetarian claims.It is one of the leanest crackers we sell, with 1.2g of fat per 100g on the label data, and 342 kcal per 100g.Ingredients and dietary: Contains gluten, no milk ingredient listed and labelled vegan. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 250g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-dark-rye-crackers-250g/",
            "product_json_route": "https://crackers.biz/product/ryvita-crispbread-dark-rye-crackers-250g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-crispbread-dark-rye-crackers-250g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070710",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 0.96,
                "weight_g": 250,
                "comparison_price_gbp": 0.96,
                "comparison_unit": "100g",
                "pack_label": "250g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 0.96,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-dark-rye-crackers-250g/",
            "buy_url": "https://crackers.biz/buy/ryvita-crispbread-dark-rye-crackers-250g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-crispbread-dark-rye-crackers-250g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-crispbread-dark-rye-crackers-250g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-crispbread-dark-rye-crackers-250g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Crispbread Dark Rye Crackers, 250g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072196",
                "attachment_id": 1072196,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 30544,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072196",
                    "attachment_id": 1072196,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072196",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-crispbread-dark-rye-crackers-250g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
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                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-dark-rye-crackers-250g-5010265002911-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072196",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070710&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070710",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "url": "https://crackers.biz/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ryvita crispbread dark rye crackers 250g ryvita 5010265002911 ryvita crispbread dark rye crackers 250g biscuits pack required crackers biscuits crackers crispbreads crispbreads wholegrain and seeded 1070710 ryvita crispbread dark rye crackers 250g 5010265002911 ryvita https crackers biz product ryvita crispbread dark rye crackers 250g crackers crispbread rye crispbread lunch crackers open sandwich base ryvita crispbread dark rye crackers 250g not claimed pack required n a crackers 250 pack 2 4 0 96 mainstream pack required pack required pack required pack required pack required yes biscuits no none named on the front of the pack this is the dark rye line rather than a seasoned or topped variant and the full ingredient declaration is printed on the current uk pack midday afternoon no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ryvita ryvita crackers crispbreads crispbreads wholegrain crackers crackers pack required pack required pack required no no yes midday afternoon biscuits mainstream 0 1 8 8 ryvita the british rye crispbread from a 1925 import business to poole ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "320c3175252c41689a3f62f990435c59f35da181f6ba3d23e13b175558afb65e"
            }
        },
        {
            "product_id": "1070711",
            "name": "Ryvita Crispbread Fruit Crunch Currant Seed & Oat Crackers, 200g",
            "brand": "Ryvita",
            "brand_entities": [
                {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                }
            ],
            "gtin": "5050974505358",
            "sku": "ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g",
            "slug": "ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g",
            "short_description": "Ryvita Fruit Crunch is a rye crispbread with currants (19%), sunflower and pumpkin seeds (9%), wholegrain wheat, kibbled rye and oat flakes, sweetened with sugar and honey. The label says it is made with 58g of wholegrain rye flour per 100g.It is a sweeter crispbread, 19.6g of sugars per 100g on the label data, made for breakfast and for cheese that likes fruit.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 200g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g/",
            "product_json_route": "https://crackers.biz/product/ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070711",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.2,
                "weight_g": 200,
                "comparison_price_gbp": 1.2,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g/",
            "buy_url": "https://crackers.biz/buy/ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g-5050974505358-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Crispbread Fruit Crunch Currant Seed & Oat Crackers, 200g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g-5050974505358-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g-5050974505358-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g-5050974505358-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g-5050974505358-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072197",
                "attachment_id": 1072197,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g-5050974505358-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g-5050974505358-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32454,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072197",
                    "attachment_id": 1072197,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g-5050974505358-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g-5050974505358-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072197",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-crispbread-fruit-crunch-currant-seed-and-oat-crackers-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "honey",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "honey",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070711",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
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                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
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                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
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                {
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                {
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                    "avif": {
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                        "integrity_status": "not_verified_for_request",
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
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                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072198",
                    "warnings": [
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                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
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            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
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                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
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                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
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                            "premium at value"
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                        "allowed_surfaces": [
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                            "products-json",
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                        "review_status": "approved",
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                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
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                            "absolute global delivery reach claims"
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                        "allowed_surfaces": [
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                            "delivery",
                            "ai"
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                        "review_status": "approved",
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                        "policy_id": "claim.delivery.scope",
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                },
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                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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            },
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                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
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                    {
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                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
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                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070712",
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                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
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                        "ingredient_family": "biscuits",
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                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g/",
            "buy_url": "https://crackers.biz/buy/ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g-5050974000037-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Crispbread Pumpkin Seed & Oat Crackers, 200g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g-5050974000037-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g-5050974000037-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g-5050974000037-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g-5050974000037-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072199",
                "attachment_id": 1072199,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g-5050974000037-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g-5050974000037-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 34640,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072199",
                    "attachment_id": 1072199,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g-5050974000037-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g-5050974000037-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072199",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070713",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
                        "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
                        "name": "Ryvita Thins Snack It Sour Cream & Chive Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070719",
                        "name": "Ryvita Sour Cream & Chive Sticks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974509851",
                        "sku": "ryvita-sour-cream-and-chive-sticks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
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                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/ryvita/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
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                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
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                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
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                    "focus_friendly",
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                    "packaging_type": "pack",
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                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "midday, afternoon",
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                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
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                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
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                    "variant_or_style": "product_meta",
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                    "country_of_origin": "product_meta",
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                    "weight_g": "product_meta",
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                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
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                    "source_of_truth": "derived_runtime",
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                "schema_version": "search-facets-2026-06-17",
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                    "rainforest_alliance": "pack_required",
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                "ranking_boosts": {
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                    "food_pairings": [],
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                    "mouthfeel": "",
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                    "linked_wiki_topic_count": 1,
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                    "same_category_count": 8
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            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070713",
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                "product_markdown_route": "https://crackers.biz/product/ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g/.md",
                "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-pumpkin-seed-and-oat-crackers-200g/",
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                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
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                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
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                    "buy_card_route",
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            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
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                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
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                    "image_binding_service"
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                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
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            "product_json_route": "https://crackers.biz/product/ryvita-crispbread-sesame-crackers-250g/.json",
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                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072200",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-crispbread-sesame-crackers-250g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070714",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
                        "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
                        "name": "Ryvita Thins Snack It Sour Cream & Chive Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070719",
                        "name": "Ryvita Sour Cream & Chive Sticks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974509851",
                        "sku": "ryvita-sour-cream-and-chive-sticks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072716,
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "slug": "ryvita",
                        "canonical_url": "https://crackers.biz/wiki/ryvita/",
                        "path": "/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/ryvita.md",
                            "json": "/wiki/ryvita.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/ryvita/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070714",
                    "product_name": "Ryvita Crispbread Sesame Crackers, 250g",
                    "gtin": "5050974505297",
                    "brand": "Ryvita",
                    "product_url": "https://crackers.biz/product/ryvita-crispbread-sesame-crackers-250g/",
                    "sub_type": "Biscuits, Crackers, Crispbread",
                    "variant_or_style": "ryvita-crispbread-sesame-crackers-250g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "250",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "0.96",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "Lunch, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Ryvita",
                    "brand_slugs": [
                        "ryvita"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "crispbreads",
                        "wholegrain-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "Lunch, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-sesame-crackers-250g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070714",
                "product_json_route": "https://crackers.biz/product/ryvita-crispbread-sesame-crackers-250g/.json",
                "product_markdown_route": "https://crackers.biz/product/ryvita-crispbread-sesame-crackers-250g/.md",
                "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-sesame-crackers-250g/",
                "buy_card_route": "https://crackers.biz/buy-card/ryvita-crispbread-sesame-crackers-250g/",
                "citation_anchor": "https://crackers.biz/product/ryvita-crispbread-sesame-crackers-250g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070714",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-crispbread-sesame-crackers-250g-5050974505297-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072200",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070714&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070714",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "url": "https://crackers.biz/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ryvita crispbread sesame crackers 250g ryvita 5050974505297 ryvita crispbread sesame crackers 250g biscuits pack required crackers biscuits crackers crispbreads crispbreads wholegrain and seeded 1070714 ryvita crispbread sesame crackers 250g 5050974505297 ryvita https crackers biz product ryvita crispbread sesame crackers 250g biscuits crackers crispbread ryvita crispbread sesame crackers 250g not claimed pack required n a crackers 250 pack 2 4 0 96 mid pack required pack required pack required pack required pack required pack required biscuits n a pack required lunch afternoon no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ryvita ryvita crackers crispbreads crispbreads wholegrain crackers crackers pack required pack required pack required no no yes lunch afternoon biscuits mid 0 1 8 8 ryvita the british rye crispbread from a 1925 import business to poole ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f18374f3f8bdce681658ba8d222734da87e7640c1fc06434b1bed6687917ff5d"
            }
        },
        {
            "product_id": "1070715",
            "name": "Ryvita Original Crispbread Crackers, 250g",
            "brand": "Ryvita",
            "brand_entities": [
                {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                }
            ],
            "gtin": "5010265002836",
            "sku": "ryvita-original-crispbread-crackers-250g",
            "slug": "ryvita-original-crispbread-crackers-250g",
            "short_description": "Ryvita Original Crispbread is made from wholegrain rye flour, rye flour and salt: three ingredients, and nothing else. One slice is 10.5g.It is one of the leanest crackers we sell, 1g of fat per 100g on the label data, with 13.3g of fibre and 357 kcal per 100g.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 250g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/ryvita-original-crispbread-crackers-250g/",
            "product_json_route": "https://crackers.biz/product/ryvita-original-crispbread-crackers-250g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-original-crispbread-crackers-250g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070715",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 0.96,
                "weight_g": 250,
                "comparison_price_gbp": 0.96,
                "comparison_unit": "100g",
                "pack_label": "250g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 0.96,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-original-crispbread-crackers-250g/",
            "buy_url": "https://crackers.biz/buy/ryvita-original-crispbread-crackers-250g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-original-crispbread-crackers-250g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-original-crispbread-crackers-250g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-original-crispbread-crackers-250g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Original Crispbread Crackers, 250g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072201",
                "attachment_id": 1072201,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 26384,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072201",
                    "attachment_id": 1072201,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072201",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-original-crispbread-crackers-250g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
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                        "term_id": 1188,
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                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
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                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    }
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
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                            "available": false
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                        "curator_opinion": {
                            "available": false
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                            "jsonl_index": "/llm-wiki.jsonl",
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                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
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                        "relationship_source": "product_brand.slug"
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                "citation_anchor": "https://crackers.biz/product/ryvita-original-crispbread-crackers-250g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070715",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-original-crispbread-crackers-250g-5010265002836-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072201",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070715&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070715",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "url": "https://crackers.biz/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ryvita original crispbread crackers 250g ryvita 5010265002836 ryvita original crispbread crackers 250g biscuits pack required crackers biscuits crackers crispbreads crispbreads 1070715 ryvita original crispbread crackers 250g 5010265002836 ryvita https crackers biz product ryvita original crispbread crackers 250g crackers crispbread lunch crackers open sandwich base ryvita original crispbread crackers 250g not claimed pack required n a crackers 250 pack 2 4 0 96 mainstream pack required pack required pack required pack required pack required pack required biscuits n a none named on the front of the pack this is the original crispbread with no seasoned or topped variant named and the full ingredient declaration is printed on the current uk pack midday afternoon no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ryvita ryvita crackers crispbreads crispbreads crackers pack required pack required pack required no no yes midday afternoon biscuits mainstream 0 1 8 8 ryvita the british rye crispbread from a 1925 import business to poole ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "72f059b8a6f3c9f67799efe55c3ccc17f128583b903c465a7ca989e1bb2c8fc9"
            }
        },
        {
            "product_id": "1070716",
            "name": "Ryvita Salt & Vinegar Multigrain Baked Sticks, 125g",
            "brand": "Ryvita",
            "brand_entities": [
                {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                }
            ],
            "categories": [
                "Breadsticks",
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 2099,
                    "name": "Breadsticks",
                    "slug": "breadsticks",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/breadsticks/"
                },
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "5050974509837",
            "sku": "ryvita-salt-and-vinegar-multigrain-baked-sticks-125g",
            "slug": "ryvita-salt-and-vinegar-multigrain-baked-sticks-125g",
            "short_description": "Ryvita Salt and Vinegar Multigrain Baked Sticks are crunchy baked snack sticks with a salt and cider vinegar flavour, sold on the label as Ryvita Sticks Salt and Cider Vinegar Flavour. A portion is 30g.The label data gives 473 kcal, 10.7g of fat (1.3g saturates) and 1.05g of salt per 100g, with 5.7g of fibre.Ingredients and dietary: the ingredient list and allergy advice are printed on the pack. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 125g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/ryvita-salt-and-vinegar-multigrain-baked-sticks-125g/",
            "product_json_route": "https://crackers.biz/product/ryvita-salt-and-vinegar-multigrain-baked-sticks-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-salt-and-vinegar-multigrain-baked-sticks-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070716",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.92,
                "weight_g": 125,
                "comparison_price_gbp": 1.92,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.92,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-salt-and-vinegar-multigrain-baked-sticks-125g/",
            "buy_url": "https://crackers.biz/buy/ryvita-salt-and-vinegar-multigrain-baked-sticks-125g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-salt-and-vinegar-multigrain-baked-sticks-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-salt-and-vinegar-multigrain-baked-sticks-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-salt-and-vinegar-multigrain-baked-sticks-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-salt-and-vinegar-multigrain-baked-sticks-125g-5050974509837-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Salt & Vinegar Multigrain Baked Sticks, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-salt-and-vinegar-multigrain-baked-sticks-125g-5050974509837-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-salt-and-vinegar-multigrain-baked-sticks-125g-5050974509837-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-salt-and-vinegar-multigrain-baked-sticks-125g-5050974509837-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-salt-and-vinegar-multigrain-baked-sticks-125g-5050974509837-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072202",
                "attachment_id": 1072202,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-salt-and-vinegar-multigrain-baked-sticks-125g-5050974509837-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-salt-and-vinegar-multigrain-baked-sticks-125g-5050974509837-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 36896,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072202",
                    "attachment_id": 1072202,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-salt-and-vinegar-multigrain-baked-sticks-125g-5050974509837-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-salt-and-vinegar-multigrain-baked-sticks-125g-5050974509837-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072202",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-salt-and-vinegar-multigrain-baked-sticks-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 2099,
                        "name": "Breadsticks",
                        "slug": "breadsticks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/breadsticks/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070716",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
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                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 2,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ryvita salt vinegar multigrain baked sticks 125g ryvita 5050974509837 ryvita salt and vinegar multigrain baked sticks 125g biscuits pack required crackers biscuits breadsticks crackers crispbreads snack crackers 1070716 ryvita salt vinegar multigrain baked sticks 125g 5050974509837 ryvita https crackers biz product ryvita salt and vinegar multigrain baked sticks 125g crackers savoury snacks snack sticks multigrain snacks salt vinegar ryvita salt and vinegar multigrain baked sticks 125g not claimed pack required n a crackers 125 pack 2 4 1 92 budget pack required pack required pack required pack required pack required pack required biscuits pack required pack required anytime no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ryvita ryvita breadsticks crackers crispbreads snack crackers crackers pack required pack required pack required pack required pack required pack required anytime biscuits budget 0 2 8 8 ryvita the british rye crispbread from a 1925 import business to poole breadsticks the grissini of turin from a prince s plain bread to the cheese board ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "c0bba357c4feb148568c2af32de6232a1cbc5a62ebed4e539a2b37e87d63f921"
            }
        },
        {
            "product_id": "1070717",
            "name": "Ryvita Snack It Thins Prawn Cocktail Flavour, 125g",
            "brand": "Ryvita",
            "brand_entities": [
                {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Thins and flatbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2093,
                    "name": "Thins and flatbreads",
                    "slug": "thins-and-flatbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                }
            ],
            "gtin": "5050974509530",
            "sku": "ryvita-snack-it-thins-prawn-cocktail-flavour-125g",
            "slug": "ryvita-snack-it-thins-prawn-cocktail-flavour-125g",
            "short_description": "Ryvita Snack It Thins Prawn Cocktail are thin wheat and rye flatbread snacks with a prawn cocktail flavour from onion, garlic, tomato, black pepper and natural flavouring. There is no prawn in the ingredient list.One thin is 7g on the label. The label data gives 443 kcal, 15.7g of fat (1.4g saturates) and only 0.43g of salt per 100g.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 125g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-prawn-cocktail-flavour-125g/",
            "product_json_route": "https://crackers.biz/product/ryvita-snack-it-thins-prawn-cocktail-flavour-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-snack-it-thins-prawn-cocktail-flavour-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070717",
            "price": "3",
            "price_gbp": 3,
            "regular_price_gbp": 3.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4,
                "weight_g": 125,
                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3
            },
            "price_per_100g_gbp": 2.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-prawn-cocktail-flavour-125g/",
            "buy_url": "https://crackers.biz/buy/ryvita-snack-it-thins-prawn-cocktail-flavour-125g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-snack-it-thins-prawn-cocktail-flavour-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-snack-it-thins-prawn-cocktail-flavour-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-snack-it-thins-prawn-cocktail-flavour-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-snack-it-thins-prawn-cocktail-flavour-125g-5050974509530-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Snack It Thins Prawn Cocktail Flavour, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-snack-it-thins-prawn-cocktail-flavour-125g-5050974509530-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-snack-it-thins-prawn-cocktail-flavour-125g-5050974509530-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-snack-it-thins-prawn-cocktail-flavour-125g-5050974509530-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-snack-it-thins-prawn-cocktail-flavour-125g-5050974509530-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072203",
                "attachment_id": 1072203,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-snack-it-thins-prawn-cocktail-flavour-125g-5050974509530-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-snack-it-thins-prawn-cocktail-flavour-125g-5050974509530-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 30028,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072203",
                    "attachment_id": 1072203,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-snack-it-thins-prawn-cocktail-flavour-125g-5050974509530-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-snack-it-thins-prawn-cocktail-flavour-125g-5050974509530-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072203",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-snack-it-thins-prawn-cocktail-flavour-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070717",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
                        "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
                        "name": "Ryvita Thins Snack It Sour Cream & Chive Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
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            "product_json_route": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/.md",
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            "regular_price_gbp": 4,
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                "version": 1,
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                "serving_unit": null,
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
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            },
            "price_per_100g_gbp": 2.56,
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            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
            "buy_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g-5050974508335-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
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                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g-5050974508335-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g-5050974508335-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g-5050974508335-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072204",
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                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g-5050974508335-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g-5050974508335-front-of-pack-600x600.avif",
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                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31399,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072204",
                    "attachment_id": 1072204,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g-5050974508335-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g-5050974508335-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072204",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
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                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                },
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                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
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                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
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                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070718",
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                        "brand": "Ryvita",
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                        "ingredient_family": "biscuits",
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                    },
                    {
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                    },
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                    },
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                    },
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                    },
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                    },
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                        "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-multigrain-crackers-250g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
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                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                        "ingredient_family": "biscuits",
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                    },
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                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                    },
                    {
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                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 35803,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072205",
                    "attachment_id": 1072205,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-sour-cream-and-chive-sticks-125g-5050974509851-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-sour-cream-and-chive-sticks-125g-5050974509851-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072205",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 2099,
                        "name": "Breadsticks",
                        "slug": "breadsticks",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/breadsticks/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070719",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
                        "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
                        "name": "Ryvita Thins Snack It Sour Cream & Chive Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070712",
                        "name": "Ryvita Crispbread Multigrain Crackers, 250g",
                        "brand": "Ryvita",
                        "gtin": "5050974505259",
                        "sku": "ryvita-crispbread-multigrain-crackers-250g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-multigrain-crackers-250g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-multigrain-crackers-250g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072716,
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "slug": "ryvita",
                        "canonical_url": "https://crackers.biz/wiki/ryvita/",
                        "path": "/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/ryvita.md",
                            "json": "/wiki/ryvita.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/ryvita/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
                    },
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072818,
                        "title": "Breadsticks: the grissini of Turin, from a prince's plain bread to the cheese board",
                        "slug": "breadsticks",
                        "canonical_url": "https://crackers.biz/wiki/breadsticks/",
                        "path": "/wiki/breadsticks/",
                        "markdown_url": "https://crackers.biz/wiki/breadsticks.md",
                        "json_url": "https://crackers.biz/wiki/breadsticks.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
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                            "json": "/wiki/breadsticks.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/breadsticks/",
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                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/breadsticks/",
                            "citation_anchor_url": "https://crackers.biz/wiki/breadsticks/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/breadsticks/",
                            "retrieved_at": "2026-09-27T01:30:47+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
                    }
                ],
                "linked_wiki_topic_count": 2,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
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                "import_ready": true,
                "csv_import_meta_key_patterns": [
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                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
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                "missing_fields": [
                    "servings_per_pack",
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                    "sweetness",
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                    "focus_friendly",
                    "post_meal_digestive",
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                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
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                    "gtin": "5050974509851",
                    "brand": "Ryvita",
                    "product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                    "sub_type": "Crackers, Savoury Snacks, Snack Sticks, Sour Cream & Chive",
                    "variant_or_style": "ryvita-sour-cream-and-chive-sticks-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.92",
                    "price_tier": "budget",
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                    "body": "",
                    "sweetness": "",
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                    "has_added_flavouring": "pack_required",
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                    "stock_level": "instock",
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                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
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                "field_sources": {
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                    "packaging_type": "product_meta",
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                    "contains_nuts": "product_meta",
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                    "stock_level": "woocommerce_runtime_authoritative",
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                "ranking_boosts": {
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                    "linked_wiki_topic_count": 2,
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                    "same_category_count": 8
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                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070719",
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                "product_markdown_route": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/.md",
                "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/ryvita-sour-cream-and-chive-sticks-125g/",
                "citation_anchor": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070719",
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                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "relationship_source": "product_brand.slug"
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                    {
                        "title": "Breadsticks: the grissini of Turin, from a prince's plain bread to the cheese board",
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            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
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                    "image_binding_service"
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                "public_scope_only": true,
                "checkout_requires_human_action": true,
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                "rich_payload_mode": "one_call_product_truth_bundle",
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                "answerable_fields": [
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                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
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                "source_of_truth": "crackers Image Estate Authority",
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                        "max_width": 1200
                    },
                    "avif": {
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                        "companion_warnings": {
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
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                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072206",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    },
                    {
                        "term_id": 2101,
                        "name": "Wholegrain and seeded",
                        "slug": "wholegrain-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/wholegrain-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070720",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070719",
                        "name": "Ryvita Sour Cream & Chive Sticks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974509851",
                        "sku": "ryvita-sour-cream-and-chive-sticks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
                        "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
                        "name": "Ryvita Thins Snack It Sour Cream & Chive Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070712",
                        "name": "Ryvita Crispbread Multigrain Crackers, 250g",
                        "brand": "Ryvita",
                        "gtin": "5050974505259",
                        "sku": "ryvita-crispbread-multigrain-crackers-250g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-multigrain-crackers-250g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-multigrain-crackers-250g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072716,
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "slug": "ryvita",
                        "canonical_url": "https://crackers.biz/wiki/ryvita/",
                        "path": "/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/ryvita.md",
                            "json": "/wiki/ryvita.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/ryvita/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070720",
                    "product_name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                    "gtin": "5050974000822",
                    "brand": "Ryvita",
                    "product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                    "sub_type": "Crackers, Flatbread Crackers, Seeded Crackers, Snack Crackers, Cheeseboard Crackers",
                    "variant_or_style": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                    "single_origin": "no",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.92",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "midday, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Ryvita",
                    "brand_slugs": [
                        "ryvita"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "thins-and-flatbreads",
                        "wholegrain-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "may contain milk",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "midday, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070720",
                "product_json_route": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070720",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-multi-seed-flatbread-crackers-125g-5050974000822-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072206",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070720&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070720",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "url": "https://crackers.biz/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ryvita thins multi seed flatbread crackers 125g ryvita 5050974000822 ryvita thins multi seed flatbread crackers 125g biscuits pack required crackers biscuits crackers crispbreads thins and flatbreads wholegrain and seeded 1070720 ryvita thins multi seed flatbread crackers 125g 5050974000822 ryvita https crackers biz product ryvita thins multi seed flatbread crackers 125g crackers flatbread crackers seeded crackers snack crackers cheeseboard crackers ryvita thins multi seed flatbread crackers 125g no pack required n a crackers 125 pack 2 4 1 92 mid pack required pack required pack required pack required pack required pack required biscuits pack required pack required midday afternoon no may contain milk no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ryvita ryvita crackers crispbreads thins and flatbreads wholegrain crackers crackers pack required pack required pack required may contain milk no yes midday afternoon biscuits mid 0 1 8 8 ryvita the british rye crispbread from a 1925 import business to poole ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "53542ec972fa49b8c1d957db00def50f0c243dfe1a1295d0832a3ab8d1bc17a9"
            }
        },
        {
            "product_id": "1070721",
            "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
            "brand": "Ryvita",
            "brand_entities": [
                {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Thins and flatbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2093,
                    "name": "Thins and flatbreads",
                    "slug": "thins-and-flatbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                }
            ],
            "gtin": "5050974504139",
            "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
            "slug": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
            "short_description": "Ryvita Thins Rosemary and Sea Salt are thin wheat and rye flatbreads with 3% dried rosemary, olive oil and 1.5% sea salt, sold on the label as Wheat and Rye Flatbread with Rosemary and Sea Salt.They are lean for a flavoured thin, 4.3g of fat per 100g on the label data, with 8.6g of fibre. One thin is 7g.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 125g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
            "product_json_route": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070721",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.92,
                "weight_g": 125,
                "comparison_price_gbp": 1.92,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.92,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072207",
                "attachment_id": 1072207,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 31482,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072207",
                    "attachment_id": 1072207,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072207",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
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                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
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                        "term_id": 1188,
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                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
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                    {
                        "term_id": 2093,
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                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                        "curator_opinion": {
                            "available": false
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                            "available": false
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                        "curator_opinion": {
                            "available": false
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                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
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                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
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                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
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                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/ryvita/",
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                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/ryvita/",
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                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
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                    "_crackers_catalogue_{field}",
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                "citation_anchor": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070721",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g-5050974504139-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072207",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070721&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070721",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "url": "https://crackers.biz/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ryvita thins rosemary sea salt flatbread crackers 125g ryvita 5050974504139 ryvita thins rosemary and sea salt flatbread crackers 125g biscuits pack required crackers biscuits crackers crispbreads thins and flatbreads 1070721 ryvita thins rosemary sea salt flatbread crackers 125g 5050974504139 ryvita https crackers biz product ryvita thins rosemary and sea salt flatbread crackers 125g biscuits crackers flatbread crackers cheeseboard crackers ryvita thins rosemary and sea salt flatbread crackers 125g not claimed pack required n a crackers 125 pack 2 4 1 92 value pack required pack required pack required pack required pack required pack required biscuits n a pack required afternoon evening no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ryvita ryvita crackers crispbreads thins and flatbreads crackers pack required pack required pack required no no yes afternoon evening biscuits value 0 1 8 8 ryvita the british rye crispbread from a 1925 import business to poole ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "5dfcfe1f59ab3734061af6ee99c36101b88b1cd23edc508cb2a74dc6025dd4a0"
            }
        },
        {
            "product_id": "1070722",
            "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
            "brand": "Ryvita",
            "brand_entities": [
                {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Thins and flatbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2093,
                    "name": "Thins and flatbreads",
                    "slug": "thins-and-flatbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                }
            ],
            "gtin": "5050974508311",
            "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
            "slug": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
            "short_description": "Ryvita Snack It Thins Sea Salt and Cider Vinegar are thin wheat and rye flatbread snacks with a tangy sea salt and cider vinegar flavour. The label carries a high fibre claim.One thin is 7g. The label data gives 475 kcal, 15.7g of fat (1.4g saturates), 7.1g of fibre and 0.71g of salt per 100g.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 125g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
            "product_json_route": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070722",
            "price": "3.2",
            "price_gbp": 3.2,
            "regular_price_gbp": 4,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.56,
                "weight_g": 125,
                "comparison_price_gbp": 2.56,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.2
            },
            "price_per_100g_gbp": 2.56,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
            "buy_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g-5050974508311-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g-5050974508311-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g-5050974508311-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g-5050974508311-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g-5050974508311-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072208",
                "attachment_id": 1072208,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g-5050974508311-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g-5050974508311-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32920,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072208",
                    "attachment_id": 1072208,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g-5050974508311-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g-5050974508311-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072208",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070722",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070719",
                        "name": "Ryvita Sour Cream & Chive Sticks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974509851",
                        "sku": "ryvita-sour-cream-and-chive-sticks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
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                            "source_name": "crackers.biz",
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                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
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                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
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                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
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                {
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            "product_markdown_route": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/.md",
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            "price_per_100g_gbp": 2.56,
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                "is_in_stock": true,
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            "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
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            "buy_card_url": "https://crackers.biz/buy-card/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g-5050974508359-front-of-pack-600x600.avif",
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                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
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                    },
                    "avif": {
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                    "webp": {
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                },
                "image_truth": {
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                        "freshness": "live_attachment_fallback"
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                        "larger_original_verified": false
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                    "preferred": {
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                    },
                    "no_upscale_rule": {
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                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
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                    "metadata_profile": {
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                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
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                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
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                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072209",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
            "attributes": {
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                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
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                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
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                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
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                        ],
                        "disallowed_wording": [
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                            "guaranteed available"
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                        "allowed_surfaces": [
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                            "buy-card",
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                        "evidence_strength": "canonical_verified",
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                        ],
                        "disallowed_wording": [
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                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
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                            "agent-policy"
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                        "review_status": "approved",
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                    "claim.price.per_cup": {
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                        "evidence_strength": "computed_from_product_meta",
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                            "always cheapest",
                            "final price guaranteed before checkout"
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                        "maps_live_strings": [
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                            "cheapest",
                            "remarkable value",
                            "premium at value"
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                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
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                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
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                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
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                        ],
                        "disallowed_wording": [
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                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
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                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
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                        "resolution_status": "loaded_from_claim_policy_contract"
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                },
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                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
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                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
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                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
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                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
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                    {
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                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
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                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070723",
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                        "currency": "GBP",
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                        "curator_opinion": {
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                        "currency": "GBP",
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                        "ingredient_family": "biscuits",
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                        "stock_status": "instock",
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                        "curator_opinion": {
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                    },
                    {
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                        "brand": "Ryvita",
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
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                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
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                        }
                    },
                    {
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                        "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-multigrain-crackers-250g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-multigrain-crackers-250g/",
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                        "currency": "GBP",
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                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 1.92,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
            "buy_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
            "human_purchase_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-sweet-chilli-flatbread-crackers-125g-5050974001201-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-ryvita-thins-sweet-chilli-flatbread-crackers-125g-5050974001201-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-sweet-chilli-flatbread-crackers-125g-5050974001201-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-sweet-chilli-flatbread-crackers-125g-5050974001201-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-sweet-chilli-flatbread-crackers-125g-5050974001201-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072210",
                "attachment_id": 1072210,
                "relative_upload_path": "2026/09/www-crackers-biz-ryvita-thins-sweet-chilli-flatbread-crackers-125g-5050974001201-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-ryvita-thins-sweet-chilli-flatbread-crackers-125g-5050974001201-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 32650,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072210",
                    "attachment_id": 1072210,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-thins-sweet-chilli-flatbread-crackers-125g-5050974001201-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-ryvita-thins-sweet-chilli-flatbread-crackers-125g-5050974001201-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072210",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070724",
                "same_brand_products": [
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070719",
                        "name": "Ryvita Sour Cream & Chive Sticks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974509851",
                        "sku": "ryvita-sour-cream-and-chive-sticks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
                        "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
                        "name": "Ryvita Thins Snack It Sour Cream & Chive Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070712",
                        "name": "Ryvita Crispbread Multigrain Crackers, 250g",
                        "brand": "Ryvita",
                        "gtin": "5050974505259",
                        "sku": "ryvita-crispbread-multigrain-crackers-250g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-multigrain-crackers-250g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-multigrain-crackers-250g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072211",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2068,
                    "name": "Ryvita",
                    "slug": "ryvita",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/ryvita/"
                },
                "categories": [
                    {
                        "term_id": 2091,
                        "name": "Cheese crackers",
                        "slug": "cheese-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/cheese-crackers/"
                    },
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2093,
                        "name": "Thins and flatbreads",
                        "slug": "thins-and-flatbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/thins-and-flatbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070725",
                "same_brand_products": [
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070719",
                        "name": "Ryvita Sour Cream & Chive Sticks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974509851",
                        "sku": "ryvita-sour-cream-and-chive-sticks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-sour-cream-and-chive-sticks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-sour-cream-and-chive-sticks-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070720",
                        "name": "Ryvita Thins Multi Seed Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974000822",
                        "sku": "ryvita-thins-multi-seed-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-multi-seed-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070721",
                        "name": "Ryvita Thins Rosemary & Sea Salt Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504139",
                        "sku": "ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-rosemary-and-sea-salt-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070722",
                        "name": "Ryvita Thins Snack It Sea Salt & Cider Vinegar Flavour Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508311",
                        "sku": "ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sea-salt-and-cider-vinegar-flavour-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070723",
                        "name": "Ryvita Thins Snack It Sour Cream & Chive Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508359",
                        "sku": "ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-snack-it-sour-cream-and-chive-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070718",
                        "name": "Ryvita Snack It Thins Smoky BBQ Flatbread Snacks, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974508335",
                        "sku": "ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-snack-it-thins-smoky-bbq-flatbread-snacks-125g/",
                        "price": "3.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070712",
                        "name": "Ryvita Crispbread Multigrain Crackers, 250g",
                        "brand": "Ryvita",
                        "gtin": "5050974505259",
                        "sku": "ryvita-crispbread-multigrain-crackers-250g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-crispbread-multigrain-crackers-250g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-crispbread-multigrain-crackers-250g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070729",
                        "name": "Snack A Jacks Jumbo Salt & Vinegar Rice Cakes Sharing Crisps, 117g",
                        "brand": "Snack A Jacks",
                        "gtin": "5000328024240",
                        "sku": "snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g",
                        "canonical_product_url": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "checkout_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072716,
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "slug": "ryvita",
                        "canonical_url": "https://crackers.biz/wiki/ryvita/",
                        "path": "/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/ryvita.md",
                            "json": "/wiki/ryvita.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_url": "https://crackers.biz/wiki/ryvita/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/ryvita/",
                            "retrieved_at": "2026-09-27T01:30:49+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "brand_topic",
                        "relationship_source": "product_brand.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070725",
                    "product_name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                    "gtin": "5050974504115",
                    "brand": "Ryvita",
                    "product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                    "sub_type": "Crackers, Flatbread Crackers, Snack Crackers, Cheese Crackers, Savoury Crackers",
                    "variant_or_style": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "1.92",
                    "price_tier": "mainstream",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Ryvita",
                    "brand_slugs": [
                        "ryvita"
                    ],
                    "category_slugs": [
                        "cheese-crackers",
                        "crackers-crispbreads",
                        "thins-and-flatbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mainstream"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 8,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070725",
                "product_json_route": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/.md",
                "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                "citation_anchor": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070725",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-ryvita-thins-three-cheese-flatbread-crackers-125g-5050974504115-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072211",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070725&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070725",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Ryvita: the British rye crispbread, from a 1925 import business to Poole",
                        "url": "https://crackers.biz/wiki/ryvita/",
                        "markdown_url": "https://crackers.biz/wiki/ryvita.md",
                        "json_url": "https://crackers.biz/wiki/ryvita.json",
                        "citation_anchor": "https://crackers.biz/wiki/ryvita/",
                        "relationship_source": "product_brand.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " ryvita thins three cheese flatbread crackers 125g ryvita 5050974504115 ryvita thins three cheese flatbread crackers 125g biscuits pack required crackers biscuits cheese crackers crackers crispbreads thins and flatbreads 1070725 ryvita thins three cheese flatbread crackers 125g 5050974504115 ryvita https crackers biz product ryvita thins three cheese flatbread crackers 125g crackers flatbread crackers snack crackers cheese crackers savoury crackers ryvita thins three cheese flatbread crackers 125g not claimed pack required n a crackers 125 pack 2 4 1 92 mainstream pack required pack required pack required pack required pack required no biscuits yes pack required afternoon evening no yes no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 ryvita ryvita cheese crackers crackers crispbreads thins and flatbreads crackers pack required pack required pack required yes no yes afternoon evening biscuits mainstream 0 1 8 8 ryvita the british rye crispbread from a 1925 import business to poole ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "e98cb0a1f1f82a2827c172107ecb269614e3bcbc0f0f24de607993764686b64f"
            }
        },
        {
            "product_id": "1070726",
            "name": "Schar Crispbread, 150g",
            "brand": "Schar",
            "brand_entities": [
                {
                    "term_id": 2069,
                    "name": "Schar",
                    "slug": "schar",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/schar/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads",
                "Gluten free crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                },
                {
                    "term_id": 2100,
                    "name": "Gluten free crackers",
                    "slug": "gluten-free-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/gluten-free-crackers/"
                }
            ],
            "gtin": "8008698007303",
            "sku": "schar-crispbread-150g",
            "slug": "schar-crispbread-150g",
            "short_description": "Schär Crispbread is a gluten free crispbread made from rice flour, maize flour, sugar and salt, and the label carries the Crossed Grain symbol. The pack also carries vegan claims and a no palm oil claim.It is very lean, 1.7g of fat per 100g on the label data, and a slice is 7g. The label says it may contain soya.Ingredients and dietary: Labelled gluten free, no milk ingredient listed and labelled vegan. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 150g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
            "product_json_route": "https://crackers.biz/product/schar-crispbread-150g/.json",
            "product_markdown_route": "https://crackers.biz/product/schar-crispbread-150g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070726",
            "price": "2.2",
            "price_gbp": 2.2,
            "regular_price_gbp": 2.75,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.4666666666666668,
                "weight_g": 150,
                "comparison_price_gbp": 1.4666666666666668,
                "comparison_unit": "100g",
                "pack_label": "150g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.2
            },
            "price_per_100g_gbp": 1.4666666666666668,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
            "buy_url": "https://crackers.biz/buy/schar-crispbread-150g/",
            "human_purchase_url": "https://crackers.biz/buy/schar-crispbread-150g/",
            "buy_card_route": "https://crackers.biz/buy-card/schar-crispbread-150g/",
            "buy_card_url": "https://crackers.biz/buy-card/schar-crispbread-150g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-schar-crispbread-150g-8008698007303-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Schar Crispbread, 150g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-schar-crispbread-150g-8008698007303-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-schar-crispbread-150g-8008698007303-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-schar-crispbread-150g-8008698007303-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-schar-crispbread-150g-8008698007303-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072212",
                "attachment_id": 1072212,
                "relative_upload_path": "2026/09/www-crackers-biz-schar-crispbread-150g-8008698007303-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-schar-crispbread-150g-8008698007303-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 41772,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1200
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1200
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072212",
                    "attachment_id": 1072212,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-schar-crispbread-150g-8008698007303-front-of-pack.jpg",
                        "width": 1200,
                        "height": 1200,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-schar-crispbread-150g-8008698007303-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072212",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/schar-crispbread-150g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
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                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2069,
                    "name": "Schar",
                    "slug": "schar",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/schar/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    },
                    {
                        "term_id": 2100,
                        "name": "Gluten free crackers",
                        "slug": "gluten-free-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/gluten-free-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070726",
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                "same_category_products": [
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                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
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                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
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                        "curator_opinion": {
                            "available": false
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                    },
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                        "curator_opinion": {
                            "available": false
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                    },
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
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                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
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                            "available": false
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                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
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                        "checkout_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
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                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/gluten-free-crackers/",
                            "citation_anchor_url": "https://crackers.biz/wiki/gluten-free-crackers/",
                            "citation_anchor_id": "fallback_canonical_source",
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                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
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                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
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                    "_crackers_catalogue_{field}",
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                },
                {
                    "term_id": 2097,
                    "name": "Rice and lentil cakes",
                    "slug": "rice-cakes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/rice-cakes/"
                }
            ],
            "gtin": "5000328024240",
            "sku": "snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g",
            "slug": "snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g",
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            "canonical_product_url": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
            "product_json_route": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/.json",
            "product_markdown_route": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070729",
            "price": "3.4",
            "price_gbp": 3.4,
            "regular_price_gbp": 4.25,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.905982905982906,
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                "comparison_price_gbp": 2.905982905982906,
                "comparison_unit": "100g",
                "pack_label": "117g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 3.4
            },
            "price_per_100g_gbp": 2.905982905982906,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
            "buy_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
            "human_purchase_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
            "buy_card_route": "https://crackers.biz/buy-card/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
            "buy_card_url": "https://crackers.biz/buy-card/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Snack A Jacks Jumbo Salt & Vinegar Rice Cakes Sharing Crisps, 117g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072217",
                "attachment_id": 1072217,
                "relative_upload_path": "2026/09/www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 24797,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "avif": {
                        "candidate_count": 9,
                        "max_width": 1000
                    },
                    "webp": {
                        "candidate_count": 9,
                        "max_width": 1000
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072217",
                    "attachment_id": 1072217,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack.jpg",
                        "width": 1000,
                        "height": 1000,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072217",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2071,
                    "name": "Snack A Jacks",
                    "slug": "snack-a-jacks",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/snack-a-jacks/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2097,
                        "name": "Rice and lentil cakes",
                        "slug": "rice-cakes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/rice-cakes/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070729",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                    },
                    {
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                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
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                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
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                        "gtin": "8008698007303",
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                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
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                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
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                        "slug": "rice-cakes",
                        "canonical_url": "https://crackers.biz/wiki/rice-cakes/",
                        "path": "/wiki/rice-cakes/",
                        "markdown_url": "https://crackers.biz/wiki/rice-cakes.md",
                        "json_url": "https://crackers.biz/wiki/rice-cakes.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/rice-cakes.md",
                            "json": "/wiki/rice-cakes.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/rice-cakes/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/rice-cakes/",
                            "citation_anchor_url": "https://crackers.biz/wiki/rice-cakes/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/rice-cakes/",
                            "retrieved_at": "2026-09-27T01:30:48+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
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                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
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                "fields": {
                    "product_id": "1070729",
                    "product_name": "Snack A Jacks Jumbo Salt & Vinegar Rice Cakes Sharing Crisps, 117g",
                    "gtin": "5000328024240",
                    "brand": "Snack A Jacks",
                    "product_url": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                    "sub_type": "Crackers, Rice Cakes, Savoury Snacks, Sharing, Salt & Vinegar",
                    "variant_or_style": "snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "117",
                    "servings_per_pack": null,
                    "packaging_type": "bag",
                    "price_gbp": "3.4",
                    "price_per_100g_gbp": "2.9059829059829",
                    "price_tier": "mainstream",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "evening, anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Snack A Jacks",
                    "brand_slugs": [
                        "snack-a-jacks"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "rice-cakes"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "evening, anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mainstream"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070729",
                "product_json_route": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/.json",
                "product_markdown_route": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/.md",
                "checkout_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                "buy_card_route": "https://crackers.biz/buy-card/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                "citation_anchor": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070729",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g-5000328024240-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072217",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070729&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070729",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Rice cakes: puffed rice cakes, Asian rice cakes, and how they compare with oatcakes and Ryvita",
                        "url": "https://crackers.biz/wiki/rice-cakes/",
                        "markdown_url": "https://crackers.biz/wiki/rice-cakes.md",
                        "json_url": "https://crackers.biz/wiki/rice-cakes.json",
                        "citation_anchor": "https://crackers.biz/wiki/rice-cakes/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " snack a jacks jumbo salt vinegar rice cakes sharing crisps 117g snack a jacks 5000328024240 snack a jacks jumbo salt and vinegar rice cakes sharing crisps 117g biscuits pack required crackers biscuits crackers crispbreads rice and lentil cakes 1070729 snack a jacks jumbo salt vinegar rice cakes sharing crisps 117g 5000328024240 snack a jacks https crackers biz product snack a jacks jumbo salt and vinegar rice cakes sharing crisps 117g crackers rice cakes savoury snacks sharing salt vinegar snack a jacks jumbo salt and vinegar rice cakes sharing crisps 117g not claimed pack required n a crackers 117 bag 3 4 2 9059829059829 mainstream pack required pack required pack required pack required pack required pack required biscuits pack required pack required evening anytime no no no pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 snack a jacks snack a jacks crackers crispbreads rice cakes crackers pack required pack required pack required no no pack required evening anytime biscuits mainstream 0 1 0 8 rice cakes puffed rice cakes asian rice cakes and how they compare with oatcakes and ryvita ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "275d80ce847cba3b39d696413e8ce687e05ad3d64b388545476a8b4b0ffbacc0"
            }
        },
        {
            "product_id": "1070730",
            "name": "Stockan's Thick Oatcakes (L), 200g",
            "brand": "Stockan's",
            "brand_entities": [
                {
                    "term_id": 2072,
                    "name": "Stockan's",
                    "slug": "stockans",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/stockans/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Oatcakes"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 1187,
                    "name": "Oatcakes",
                    "slug": "oatcakes",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                }
            ],
            "gtin": "5015168000026",
            "sku": "stockans-thick-oatcakes-l-200g",
            "slug": "stockans-thick-oatcakes-l-200g",
            "short_description": "Stockan's Thick Oatcakes are hearty Orkney oatcakes: 78% wholegrain oats with palm and rapeseed oil, fortified wheat flour, a little sugar, salt and potassium bicarbonate. The label data gives Stromness, Orkney, as the place of manufacture.A portion on the label is 25g. They are thick, filling and crumbly, with 6.8g of fibre per 100g on the label data.Ingredients and dietary: Contains gluten and no milk ingredient listed. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 200g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
            "product_json_route": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/.json",
            "product_markdown_route": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070730",
            "price": "2",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1,
                "weight_g": 200,
                "comparison_price_gbp": 1,
                "comparison_unit": "100g",
                "pack_label": "200g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 1,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
            "buy_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
            "human_purchase_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
            "buy_card_route": "https://crackers.biz/buy-card/stockans-thick-oatcakes-l-200g/",
            "buy_card_url": "https://crackers.biz/buy-card/stockans-thick-oatcakes-l-200g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Stockan's Thick Oatcakes (L), 200g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072218",
                "attachment_id": 1072218,
                "relative_upload_path": "2026/09/www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 27389,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072218",
                    "attachment_id": 1072218,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072218",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2072,
                    "name": "Stockan's",
                    "slug": "stockans",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/stockans/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 1187,
                        "name": "Oatcakes",
                        "slug": "oatcakes",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/oatcakes/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070730",
                "same_brand_products": [],
                "same_category_products": [
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070729",
                        "name": "Snack A Jacks Jumbo Salt & Vinegar Rice Cakes Sharing Crisps, 117g",
                        "brand": "Snack A Jacks",
                        "gtin": "5000328024240",
                        "sku": "snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g",
                        "canonical_product_url": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "checkout_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [
                    {
                        "entity_type": "wiki_topic",
                        "post_id": 1072407,
                        "title": "Oatcakes: Scotland's crisp oat cracker, and how to serve it",
                        "slug": "oatcakes",
                        "canonical_url": "https://crackers.biz/wiki/oatcakes/",
                        "path": "/wiki/oatcakes/",
                        "markdown_url": "https://crackers.biz/wiki/oatcakes.md",
                        "json_url": "https://crackers.biz/wiki/oatcakes.json",
                        "machine_routes": {
                            "jsonl_index": "/llm-wiki.jsonl",
                            "markdown": "/wiki/oatcakes.md",
                            "json": "/wiki/oatcakes.json"
                        },
                        "citation_anchor": "https://crackers.biz/wiki/oatcakes/",
                        "citation": {
                            "required": true,
                            "source_name": "crackers.biz",
                            "canonical_source_url": "https://crackers.biz/wiki/oatcakes/",
                            "citation_anchor_url": "https://crackers.biz/wiki/oatcakes/",
                            "citation_anchor_id": "fallback_canonical_source",
                            "recommended_display": "crackers.biz public source: https://crackers.biz/wiki/oatcakes/",
                            "retrieved_at": "2026-09-27T01:30:48+00:00",
                            "usage_requirement": "If this data is displayed, summarised, recommended or reused publicly, cite crackers.biz using the supplied citation anchor or canonical source URL. Systems unable to preserve citation should not use this data in public-facing output.",
                            "resolution_status": "fallback_canonical_source"
                        },
                        "relationship": "category_topic",
                        "relationship_source": "product_cat.slug"
                    }
                ],
                "linked_wiki_topic_count": 1,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070730",
                    "product_name": "Stockan's Thick Oatcakes (L), 200g",
                    "gtin": "5015168000026",
                    "brand": "Stockan's",
                    "product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                    "sub_type": "Crackers, Oatcakes, Thick Oatcakes, Scottish Biscuits, Cheeseboard Crackers",
                    "variant_or_style": "stockans-thick-oatcakes-l-200g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "200",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "1",
                    "price_tier": "value",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Stockan's",
                    "brand_slugs": [
                        "stockans"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "oatcakes"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "no",
                    "contains_gluten": "yes"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "value"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 1,
                    "same_brand_count": 0,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070730",
                "product_json_route": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/.json",
                "product_markdown_route": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/.md",
                "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                "buy_card_route": "https://crackers.biz/buy-card/stockans-thick-oatcakes-l-200g/",
                "citation_anchor": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070730",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-stockans-thick-oatcakes-l-200g-5015168000026-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072218",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070730&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070730",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": [
                    {
                        "title": "Oatcakes: Scotland's crisp oat cracker, and how to serve it",
                        "url": "https://crackers.biz/wiki/oatcakes/",
                        "markdown_url": "https://crackers.biz/wiki/oatcakes.md",
                        "json_url": "https://crackers.biz/wiki/oatcakes.json",
                        "citation_anchor": "https://crackers.biz/wiki/oatcakes/",
                        "relationship_source": "product_cat.slug"
                    }
                ]
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 1,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " stockan s thick oatcakes l 200g stockan s 5015168000026 stockans thick oatcakes l 200g biscuits pack required crackers biscuits crackers crispbreads oatcakes 1070730 stockan s thick oatcakes l 200g 5015168000026 stockan s https crackers biz product stockans thick oatcakes l 200g crackers oatcakes thick oatcakes scottish biscuits cheeseboard crackers stockans thick oatcakes l 200g not claimed pack required n a crackers 200 pack 2 1 value pack required pack required pack required pack required pack required pack required biscuits n a pack required anytime no no no yes yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 stockan s stockans crackers crispbreads oatcakes crackers pack required pack required pack required no no yes anytime biscuits value 0 1 0 8 oatcakes scotland s crisp oat cracker and how to serve it ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "426226ad75621b0748c09f9df38e67bac5e73001f209c4bbfc8b4c9074fc7a75"
            }
        },
        {
            "product_id": "1070731",
            "name": "The Snack Organisation Crackers Lightly Salted, 100g",
            "brand": "The Snack Organisation",
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                {
                    "term_id": 2075,
                    "name": "The Snack Organisation",
                    "slug": "the-snack-organisation",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/the-snack-organisation/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
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            "slug": "the-snack-organisation-crackers-lightly-salted-100g",
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            "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
            "product_json_route": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/.json",
            "product_markdown_route": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070731",
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            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2,
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                "comparison_price_gbp": 2,
                "comparison_unit": "100g",
                "pack_label": "100g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
            "buy_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
            "human_purchase_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
            "buy_card_route": "https://crackers.biz/buy-card/the-snack-organisation-crackers-lightly-salted-100g/",
            "buy_card_url": "https://crackers.biz/buy-card/the-snack-organisation-crackers-lightly-salted-100g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "The Snack Organisation Crackers Lightly Salted, 100g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072219",
                "attachment_id": 1072219,
                "relative_upload_path": "2026/09/www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 19359,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072219",
                    "attachment_id": 1072219,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072219",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2075,
                    "name": "The Snack Organisation",
                    "slug": "the-snack-organisation",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/the-snack-organisation/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070731",
                "same_brand_products": [
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070729",
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                        "gtin": "5000328024240",
                        "sku": "snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g",
                        "canonical_product_url": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "checkout_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
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                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070731",
                    "product_name": "The Snack Organisation Crackers Lightly Salted, 100g",
                    "gtin": "9417986941783",
                    "brand": "The Snack Organisation",
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                    "sub_type": "Crackers, Plain Crackers, Lightly Salted Crackers, Light Crackers",
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                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "100",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "2",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "pack_required",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "anytime",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "no",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "no",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "The Snack Organisation",
                    "brand_slugs": [
                        "the-snack-organisation"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "no",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "no"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "anytime",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070731",
                "product_json_route": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/.json",
                "product_markdown_route": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/.md",
                "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                "buy_card_route": "https://crackers.biz/buy-card/the-snack-organisation-crackers-lightly-salted-100g/",
                "citation_anchor": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070731",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-crackers-lightly-salted-100g-9417986941783-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072219",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070731&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070731",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " the snack organisation crackers lightly salted 100g the snack organisation 9417986941783 the snack organisation crackers lightly salted 100g biscuits pack required crackers biscuits crackers crispbreads snack crackers 1070731 the snack organisation crackers lightly salted 100g 9417986941783 the snack organisation https crackers biz product the snack organisation crackers lightly salted 100g crackers plain crackers lightly salted crackers light crackers the snack organisation crackers lightly salted 100g not claimed pack required n a crackers 100 pack 2 2 mid pack required pack required pack required pack required pack required pack required biscuits pack required pack required anytime no no pack required no yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 the snack organisation the snack organisation crackers crispbreads snack crackers crackers pack required pack required pack required no pack required no anytime biscuits mid 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "f754a011995094d83412ef4a15fc908aa5f666a131909587689bea279fa4a664"
            }
        },
        {
            "product_id": "1070732",
            "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
            "brand": "The Snack Organisation",
            "brand_entities": [
                {
                    "term_id": 2075,
                    "name": "The Snack Organisation",
                    "slug": "the-snack-organisation",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/the-snack-organisation/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Snack crackers"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2096,
                    "name": "Snack crackers",
                    "slug": "snack-crackers",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                }
            ],
            "gtin": "9417986941806",
            "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
            "slug": "the-snack-organisation-sweet-chilli-cracker-100g",
            "short_description": "The Snack Organisation Sweet Chilli are rice crackers made from 82% rice with a sweet chilli seasoning of sugar, tomato, garlic, onion, paprika and vinegar flavour. The pack carries gluten free and vegetarian claims.The label declares milk and soya. A portion on the label is 25g, and the label data gives 2.06g of salt per 100g.Ingredients and dietary: Labelled gluten free and contains milk. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 100g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
            "product_json_route": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/.json",
            "product_markdown_route": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070732",
            "price": "2",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2,
                "weight_g": 100,
                "comparison_price_gbp": 2,
                "comparison_unit": "100g",
                "pack_label": "100g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 2,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
            "buy_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
            "human_purchase_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
            "buy_card_route": "https://crackers.biz/buy-card/the-snack-organisation-sweet-chilli-cracker-100g/",
            "buy_card_url": "https://crackers.biz/buy-card/the-snack-organisation-sweet-chilli-cracker-100g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.avif",
            "image": {
                "role": "primary",
                "alt_text": "The Snack Organisation Sweet Chilli Cracker, 100g, front of pack",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072220",
                "attachment_id": 1072220,
                "relative_upload_path": "2026/09/www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.avif",
                "filename": "www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 19320,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "avif": {
                        "candidate_count": 6,
                        "max_width": 600
                    },
                    "webp": {
                        "candidate_count": 6,
                        "max_width": 600
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072220",
                    "attachment_id": 1072220,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.jpg",
                        "width": 600,
                        "height": 600,
                        "mime": "image/jpeg",
                        "classification": "historical_cap_candidate",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072220",
                    "warnings": [
                        "Source lands exactly on the historical 600px cap; larger derivatives remain ineligible until a larger original is proven.",
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2075,
                    "name": "The Snack Organisation",
                    "slug": "the-snack-organisation",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/the-snack-organisation/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2096,
                        "name": "Snack crackers",
                        "slug": "snack-crackers",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/snack-crackers/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070732",
                "same_brand_products": [
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070729",
                        "name": "Snack A Jacks Jumbo Salt & Vinegar Rice Cakes Sharing Crisps, 117g",
                        "brand": "Snack A Jacks",
                        "gtin": "5000328024240",
                        "sku": "snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g",
                        "canonical_product_url": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "checkout_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070732",
                    "product_name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                    "gtin": "9417986941806",
                    "brand": "The Snack Organisation",
                    "product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                    "sub_type": "Crackers, Savoury Crackers, Flavoured Crackers, Snacking Crackers",
                    "variant_or_style": "the-snack-organisation-sweet-chilli-cracker-100g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "100",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "2",
                    "price_tier": "budget",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "no",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "yes",
                    "added_flavour_ingredients": "sweet chilli flavour, named on the front of the pack according to the published pack listing; the seasoning declaration itself is printed on the current UK pack and has not been read",
                    "recommended_time_of_day": "afternoon, evening",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "yes",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "no",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "The Snack Organisation",
                    "brand_slugs": [
                        "the-snack-organisation"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "snack-crackers"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "yes",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "no"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "afternoon, evening",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070732",
                "product_json_route": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/.json",
                "product_markdown_route": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/.md",
                "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                "buy_card_route": "https://crackers.biz/buy-card/the-snack-organisation-sweet-chilli-cracker-100g/",
                "citation_anchor": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070732",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-the-snack-organisation-sweet-chilli-cracker-100g-9417986941806-front-of-pack.avif",
                "image_record_id": "wp-attachment-1072220",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070732&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070732",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " the snack organisation sweet chilli cracker 100g the snack organisation 9417986941806 the snack organisation sweet chilli cracker 100g biscuits pack required crackers biscuits crackers crispbreads snack crackers 1070732 the snack organisation sweet chilli cracker 100g 9417986941806 the snack organisation https crackers biz product the snack organisation sweet chilli cracker 100g crackers savoury crackers flavoured crackers snacking crackers the snack organisation sweet chilli cracker 100g not claimed pack required n a crackers 100 pack 2 2 budget pack required pack required pack required pack required pack required no biscuits yes sweet chilli flavour named on the front of the pack according to the published pack listing the seasoning declaration itself is printed on the current uk pack and has not been read afternoon evening no yes pack required no yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 the snack organisation the snack organisation crackers crispbreads snack crackers crackers pack required pack required pack required yes pack required no afternoon evening biscuits budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "47b04b64e698655b65f82fac3cf7a8ab62f9ed84d8b7e62e614e361472ee23ef"
            }
        },
        {
            "product_id": "1070733",
            "name": "Trimlyne Crispbakes, 125g",
            "brand": "Trimlyne",
            "brand_entities": [
                {
                    "term_id": 2079,
                    "name": "Trimlyne",
                    "slug": "trimlyne",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/trimlyne/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                }
            ],
            "gtin": "5026764254713",
            "sku": "trimlyne-crispbakes-125g",
            "slug": "trimlyne-crispbakes-125g",
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            "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
            "product_json_route": "https://crackers.biz/product/trimlyne-crispbakes-125g/.json",
            "product_markdown_route": "https://crackers.biz/product/trimlyne-crispbakes-125g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070733",
            "price": "2",
            "price_gbp": 2,
            "regular_price_gbp": 2.5,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 1.6,
                "weight_g": 125,
                "comparison_price_gbp": 1.6,
                "comparison_unit": "100g",
                "pack_label": "125g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2
            },
            "price_per_100g_gbp": 1.6,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
            "buy_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
            "human_purchase_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
            "buy_card_route": "https://crackers.biz/buy-card/trimlyne-crispbakes-125g/",
            "buy_card_url": "https://crackers.biz/buy-card/trimlyne-crispbakes-125g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Trimlyne Crispbakes, 125g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072221",
                "attachment_id": 1072221,
                "relative_upload_path": "2026/09/www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 22323,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072221",
                    "attachment_id": 1072221,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072221",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2079,
                    "name": "Trimlyne",
                    "slug": "trimlyne",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/trimlyne/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070733",
                "same_brand_products": [
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070734",
                        "name": "Trimlyne Melba Toast Thins, 100g",
                        "brand": "Trimlyne",
                        "gtin": "not_present_in_source",
                        "sku": "trimlyne-melba-toast-thins-100g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070729",
                        "name": "Snack A Jacks Jumbo Salt & Vinegar Rice Cakes Sharing Crisps, 117g",
                        "brand": "Snack A Jacks",
                        "gtin": "5000328024240",
                        "sku": "snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g",
                        "canonical_product_url": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "checkout_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070733",
                    "product_name": "Trimlyne Crispbakes, 125g",
                    "gtin": "5026764254713",
                    "brand": "Trimlyne",
                    "product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                    "sub_type": "Biscuits, Crackers, Crispbakes",
                    "variant_or_style": "trimlyne-crispbakes-125g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "125",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2",
                    "price_per_100g_gbp": "1.6",
                    "price_tier": "budget",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "n/a",
                    "added_flavour_ingredients": "pack_required",
                    "recommended_time_of_day": "Lunch, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-23",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Trimlyne",
                    "brand_slugs": [
                        "trimlyne"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "crispbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "Lunch, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "budget"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070733",
                "product_json_route": "https://crackers.biz/product/trimlyne-crispbakes-125g/.json",
                "product_markdown_route": "https://crackers.biz/product/trimlyne-crispbakes-125g/.md",
                "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                "buy_card_route": "https://crackers.biz/buy-card/trimlyne-crispbakes-125g/",
                "citation_anchor": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070733",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-crispbakes-125g-5026764254713-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072221",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070733&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070733",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " trimlyne crispbakes 125g trimlyne 5026764254713 trimlyne crispbakes 125g biscuits pack required crackers biscuits crackers crispbreads crispbreads 1070733 trimlyne crispbakes 125g 5026764254713 trimlyne https crackers biz product trimlyne crispbakes 125g biscuits crackers crispbakes trimlyne crispbakes 125g not claimed pack required n a crackers 125 pack 2 1 6 budget pack required pack required pack required pack required pack required pack required biscuits n a pack required lunch afternoon no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 23 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 trimlyne trimlyne crackers crispbreads crispbreads crackers pack required pack required pack required pack required pack required pack required lunch afternoon biscuits budget 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "40f896b99408a7ac5f2eb00235246b14c37d869f0aa757a5f9161f5913c41df3"
            }
        },
        {
            "product_id": "1070734",
            "name": "Trimlyne Melba Toast Thins, 100g",
            "brand": "Trimlyne",
            "brand_entities": [
                {
                    "term_id": 2079,
                    "name": "Trimlyne",
                    "slug": "trimlyne",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/trimlyne/"
                }
            ],
            "categories": [
                "Crackers & Crispbreads",
                "Crispbreads"
            ],
            "category_entities": [
                {
                    "term_id": 1188,
                    "name": "Crackers & Crispbreads",
                    "slug": "crackers-crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                },
                {
                    "term_id": 2092,
                    "name": "Crispbreads",
                    "slug": "crispbreads",
                    "taxonomy": "product_cat",
                    "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                }
            ],
            "gtin": "not_present_in_source",
            "sku": "trimlyne-melba-toast-thins-100g",
            "slug": "trimlyne-melba-toast-thins-100g",
            "short_description": "Trimlyne Melba Toast Thins are thin, curled, twice baked toasts: bread that is toasted, split and baked again until it is completely dry and crisp. They are the classic base for pâté and canapés.The ingredient list, nutrition panel and allergy advice are printed on the pack you receive.Ingredients and dietary: the ingredient list and allergy advice are printed on the pack. Recipes and factory arrangements change, so check the allergy advice on the pack you receive.Packaging: a 100g pack. Once the pack is open, fold it tightly closed or tip the crackers into an airtight tin, and keep them somewhere cool and dry. Damp air is what softens a cracker. The pack gives the best before date.Curator notes: the tasting profile is our own editorial assessment against the current pack format and the maker's published description. The pack in your hand is always the final word on ingredients and allergens.",
            "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
            "product_json_route": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/.json",
            "product_markdown_route": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/.md",
            "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070734",
            "price": "2.4",
            "price_gbp": 2.4,
            "regular_price_gbp": 3,
            "currency": "GBP",
            "unit_pricing": {
                "version": 1,
                "servings": null,
                "serving_unit": null,
                "serving_basis": "weight_known_dose_unspecified",
                "price_per_100g_gbp": 2.4,
                "weight_g": 100,
                "comparison_price_gbp": 2.4,
                "comparison_unit": "100g",
                "pack_label": "100g pack; servings depend on the amount used",
                "price_source": "woocommerce_current_price",
                "yield_source": null,
                "price_gbp": 2.4
            },
            "price_per_100g_gbp": 2.4,
            "stock_status": "instock",
            "availability": "https://schema.org/InStock",
            "stock": {
                "status": "instock",
                "is_in_stock": true,
                "schema_availability": "https://schema.org/InStock",
                "boundary": "Runtime WooCommerce stock permits human checkout; confirm again before purchase."
            },
            "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
            "buy_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
            "human_purchase_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
            "buy_card_route": "https://crackers.biz/buy-card/trimlyne-melba-toast-thins-100g/",
            "buy_card_url": "https://crackers.biz/buy-card/trimlyne-melba-toast-thins-100g/",
            "purchase_intent_note": "Human confirmed purchase intent URL. Do not fetch, prefetch, iframe, crawl as an action, or open autonomously.",
            "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack-600x600.avif",
            "image": {
                "role": "primary",
                "alt_text": "Trimlyne Melba Toast Thins, 100g, Crackers and Crispbreads. Sold by crackers.biz.",
                "storefront_image_url": "https://crackers.biz/wp-content/uploads/2026/09/www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack-600x600.avif",
                "canonical_asset_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack-600x600.avif",
                "preferred_ai_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack-600x600.avif",
                "image_record_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack.jpg.json",
                "image_record_id": "wp-attachment-1072222",
                "attachment_id": 1072222,
                "relative_upload_path": "2026/09/www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack-600x600.avif",
                "filename": "www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack-600x600.avif",
                "width": 600,
                "height": 600,
                "mime": "image/avif",
                "format": "avif",
                "file_size_bytes": 40829,
                "citation_eligible": true,
                "attribution_required": true,
                "validation_status": "verified_present_non_upscaled",
                "source_of_truth": "crackers Image Estate Authority",
                "responsive_summary": {
                    "jpg": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "avif": {
                        "candidate_count": 8,
                        "max_width": 800
                    },
                    "webp": {
                        "candidate_count": 8,
                        "max_width": 800
                    }
                },
                "image_truth": {
                    "authority": {
                        "authority": "crackers Image Estate Authority",
                        "authority_version": "1.0.2-jsonld-route-fixed",
                        "schema_version": "crackers-image-truth-v1",
                        "mode": "read_only_shadow",
                        "registry_release": null,
                        "freshness": "live_attachment_fallback"
                    },
                    "visual_family_id": "wp-attachment-1072222",
                    "attachment_id": 1072222,
                    "source": {
                        "relative_upload_path": "2026/09/www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack.jpg",
                        "width": 800,
                        "height": 800,
                        "mime": "image/jpeg",
                        "classification": "current_verified_source",
                        "larger_original_verified": false
                    },
                    "preferred": {
                        "relative_upload_path": "2026/09/www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack-600x600.avif",
                        "width": 600,
                        "height": 600,
                        "format": "avif",
                        "upscaled": false
                    },
                    "no_upscale_rule": {
                        "status": "enforced",
                        "rule": "candidate_width <= source_width AND candidate_height <= source_height"
                    },
                    "metadata_profile": {
                        "status": "unknown_not_verified",
                        "version": null
                    },
                    "sidecars": {
                        "release": "",
                        "physical_complete": false,
                        "route_complete": false,
                        "integrity_status": "not_verified_for_request",
                        "companion_available": {
                            "json": false,
                            "jsonld": false,
                            "markdown": false,
                            "text": false,
                            "caption": false,
                            "integrity": false,
                            "patchmap": false,
                            "visible_text": false,
                            "visual_digest": false,
                            "embedding_manifest": false,
                            "provenance": false,
                            "c2pa_readiness": false
                        },
                        "companion_warnings": {
                            "json": "missing",
                            "jsonld": "missing",
                            "markdown": "missing",
                            "text": "missing",
                            "caption": "missing",
                            "integrity": "missing",
                            "patchmap": "missing",
                            "visible_text": "missing",
                            "visual_digest": "missing"
                        }
                    },
                    "full_image_truth_url": "https://crackers.biz/wp-json/crackers/v1/image-truth?attachment_id=1072222",
                    "warnings": [
                        "One or more physical Visual Discovery companions are absent.",
                        "One or more companion files is physically present but its public route is not currently usable; inspect per-companion route_status.",
                        "Integrity has not been verified against the current bytes for this response."
                    ]
                },
                "image_index_lookup_status": "crackers-image-estate-authority-backed; one payload per visual family",
                "image_index_source": "https://crackers.biz/wp-json/crackers/v1/image-truth",
                "matched_image_index_rows": 1
            },
            "citation_anchor": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
            "attributes": {
                "ingredient_family": "biscuits",
                "origin": "pack_required",
                "format": "crackers",
                "flavour_notes": "biscuits",
                "servings": null,
                "serving_unit": null,
                "unit_count": null,
                "unit_type": null,
                "product_kind": "catalogue_item"
            },
            "ingredient_family": "biscuits",
            "origin": "pack_required",
            "format": "crackers",
            "flavour_notes": "biscuits",
            "manufacturer_safety_warning": null,
            "suitability_boundaries": {
                "medical": "Do not infer treatment, cure, pregnancy safety, medication safety or disease suitability from this product payload.",
                "children": "Serve cooled; caregiver judgement applies.",
                "stock": "Stock status is runtime catalogue truth; check the product page or checkout before purchase.",
                "purchase_action": "Agents may read and recommend. Opening checkout or mutating cart requires explicit human action on the /buy/ route.",
                "dietary": "Dietary/lifestyle claims are product-copy claims only unless separately evidenced by brand certification."
            },
            "claim_boundary": {
                "policy_source": "https://crackers.biz/claim-policy.json",
                "review_status": "policy_bound_runtime_payload",
                "applies": {
                    "claim.stock.availability": {
                        "claim_type": "stock",
                        "risk_level": "medium",
                        "evidence_strength": "woocommerce_runtime",
                        "allowed_wording": [
                            "Check the product page or checkout for current stock before purchase."
                        ],
                        "disallowed_wording": [
                            "always in stock",
                            "guaranteed available"
                        ],
                        "allowed_surfaces": [
                            "product",
                            "buy-card",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.stock.availability",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.agent.action": {
                        "claim_type": "safety",
                        "risk_level": "restricted",
                        "evidence_strength": "canonical_verified",
                        "allowed_wording": [
                            "Agents may read and recommend. Cart mutation or checkout requires explicit human action."
                        ],
                        "disallowed_wording": [
                            "agent can checkout",
                            "autonomous purchase",
                            "agent can add to basket"
                        ],
                        "allowed_surfaces": [
                            "ai",
                            "agent-policy"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.agent.action",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.price.per_cup": {
                        "claim_type": "price",
                        "risk_level": "medium",
                        "evidence_strength": "computed_from_product_meta",
                        "allowed_wording": [],
                        "disallowed_wording": [
                            "guaranteed cheapest",
                            "always cheapest",
                            "final price guaranteed before checkout"
                        ],
                        "maps_live_strings": [
                            "best value",
                            "cheapest",
                            "remarkable value",
                            "premium at value"
                        ],
                        "governance_note": "Value/ranking/superlative claims require current metric-backed ranking or softer editorial positioning.",
                        "allowed_surfaces": [
                            "product",
                            "products-json",
                            "ai",
                            "recommendation"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.price.per_cup",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    },
                    "claim.delivery.scope": {
                        "claim_type": "delivery",
                        "risk_level": "medium",
                        "evidence_strength": "catalogue_verified",
                        "allowed_wording": [
                            "UK delivery with selected international delivery where enabled at checkout."
                        ],
                        "disallowed_wording": [
                            "absolute worldwide delivery claims"
                        ],
                        "maps_live_strings": [
                            "absolute worldwide delivery claims",
                            "absolute global delivery reach claims"
                        ],
                        "governance_note": "Absolute worldwide delivery wording is not allowed; use checkout-scoped non-UK availability wording.",
                        "allowed_surfaces": [
                            "product",
                            "delivery",
                            "ai"
                        ],
                        "review_status": "approved",
                        "provenance_required": true,
                        "reviewed_at": "2026-06-04",
                        "policy_source": "loaded_from_claim_policy_contract",
                        "policy_id": "claim.delivery.scope",
                        "resolution_status": "loaded_from_claim_policy_contract"
                    }
                },
                "summary": {
                    "stock": "Availability may be shown, but not guaranteed.",
                    "commerce_action": "Cart mutation and checkout require explicit human action.",
                    "superlatives": "Best/cheapest/value claims require current metric-backed ranking or softer recommendation wording."
                },
                "restricted_inferences": [
                    "medical treatment or cure",
                    "pregnancy, breastfeeding or medication safety",
                    "guaranteed stock or final checkout price",
                    "autonomous agent purchase or add-to-basket"
                ]
            },
            "related_entities": {
                "brand": {
                    "term_id": 2079,
                    "name": "Trimlyne",
                    "slug": "trimlyne",
                    "taxonomy": "product_brand",
                    "canonical_url": "https://crackers.biz/brand/trimlyne/"
                },
                "categories": [
                    {
                        "term_id": 1188,
                        "name": "Crackers & Crispbreads",
                        "slug": "crackers-crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/"
                    },
                    {
                        "term_id": 2092,
                        "name": "Crispbreads",
                        "slug": "crispbreads",
                        "taxonomy": "product_cat",
                        "canonical_url": "https://crackers.biz/product-category/crackers-crispbreads/crispbreads/"
                    }
                ],
                "ingredient_family": "biscuits",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070734",
                "same_brand_products": [
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "same_category_products": [
                    {
                        "product_id": "1070730",
                        "name": "Stockan's Thick Oatcakes (L), 200g",
                        "brand": "Stockan's",
                        "gtin": "5015168000026",
                        "sku": "stockans-thick-oatcakes-l-200g",
                        "canonical_product_url": "https://crackers.biz/product/stockans-thick-oatcakes-l-200g/",
                        "checkout_url": "https://crackers.biz/buy/stockans-thick-oatcakes-l-200g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070731",
                        "name": "The Snack Organisation Crackers Lightly Salted, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941783",
                        "sku": "the-snack-organisation-crackers-lightly-salted-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-crackers-lightly-salted-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-crackers-lightly-salted-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070732",
                        "name": "The Snack Organisation Sweet Chilli Cracker, 100g",
                        "brand": "The Snack Organisation",
                        "gtin": "9417986941806",
                        "sku": "the-snack-organisation-sweet-chilli-cracker-100g",
                        "canonical_product_url": "https://crackers.biz/product/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "checkout_url": "https://crackers.biz/buy/the-snack-organisation-sweet-chilli-cracker-100g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070733",
                        "name": "Trimlyne Crispbakes, 125g",
                        "brand": "Trimlyne",
                        "gtin": "5026764254713",
                        "sku": "trimlyne-crispbakes-125g",
                        "canonical_product_url": "https://crackers.biz/product/trimlyne-crispbakes-125g/",
                        "checkout_url": "https://crackers.biz/buy/trimlyne-crispbakes-125g/",
                        "price": "2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070729",
                        "name": "Snack A Jacks Jumbo Salt & Vinegar Rice Cakes Sharing Crisps, 117g",
                        "brand": "Snack A Jacks",
                        "gtin": "5000328024240",
                        "sku": "snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g",
                        "canonical_product_url": "https://crackers.biz/product/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "checkout_url": "https://crackers.biz/buy/snack-a-jacks-jumbo-salt-and-vinegar-rice-cakes-sharing-crisps-117g/",
                        "price": "3.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070724",
                        "name": "Ryvita Thins Sweet Chilli Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974001201",
                        "sku": "ryvita-thins-sweet-chilli-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-sweet-chilli-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070725",
                        "name": "Ryvita Thins Three Cheese Flatbread Crackers, 125g",
                        "brand": "Ryvita",
                        "gtin": "5050974504115",
                        "sku": "ryvita-thins-three-cheese-flatbread-crackers-125g",
                        "canonical_product_url": "https://crackers.biz/product/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "checkout_url": "https://crackers.biz/buy/ryvita-thins-three-cheese-flatbread-crackers-125g/",
                        "price": "2.4",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    },
                    {
                        "product_id": "1070726",
                        "name": "Schar Crispbread, 150g",
                        "brand": "Schar",
                        "gtin": "8008698007303",
                        "sku": "schar-crispbread-150g",
                        "canonical_product_url": "https://crackers.biz/product/schar-crispbread-150g/",
                        "checkout_url": "https://crackers.biz/buy/schar-crispbread-150g/",
                        "price": "2.2",
                        "currency": "GBP",
                        "stock_status": "instock",
                        "ingredient_family": "biscuits",
                        "curator_opinion": {
                            "available": false
                        }
                    }
                ],
                "linked_recipes": [],
                "linked_recipe_count": 0,
                "linked_wiki_topics": [],
                "linked_wiki_topic_count": 0,
                "graph_enrichment_status": {
                    "recipes": "linked from published recipe pages using _tr_product_id",
                    "wiki": "linked from published wiki pages using planned-product bridges and exact brand/category/family slug matches",
                    "evidence_quality": "each linked row carries relationship_source"
                }
            },
            "catalogue_enrichment": {
                "schema_version": "catalogue-audit-2026-06-17",
                "field_count": 81,
                "import_ready": true,
                "csv_import_meta_key_patterns": [
                    "_crackers_catalogue_audit_{field}",
                    "_crackers_catalogue_{field}",
                    "crackers_catalogue_{field}"
                ],
                "completion_status": "partial_runtime_truth_waiting_for_completed_csv",
                "missing_field_count": 20,
                "missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "fields": {
                    "product_id": "1070734",
                    "product_name": "Trimlyne Melba Toast Thins, 100g",
                    "gtin": "not_present_in_source",
                    "brand": "Trimlyne",
                    "product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                    "sub_type": "Crackers, Savoury Crackers, Melba Toast, Thin Bakes, Canape Bases",
                    "variant_or_style": "trimlyne-melba-toast-thins-100g",
                    "single_origin": "not_claimed",
                    "country_of_origin": "pack_required",
                    "region": "n/a",
                    "format": "crackers",
                    "weight_g": "100",
                    "servings_per_pack": null,
                    "packaging_type": "pack",
                    "price_gbp": "2.4",
                    "price_per_100g_gbp": "2.4",
                    "price_tier": "mid",
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "soil_association": "pack_required",
                    "kosher": "pack_required",
                    "vegan": "pack_required",
                    "flavour_notes": "biscuits",
                    "intensity": "",
                    "astringency": "",
                    "body": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "has_added_flavouring": "no",
                    "added_flavour_ingredients": "n/a",
                    "recommended_time_of_day": "midday, afternoon",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "occasion_tags": "",
                    "food_pairings": "",
                    "occasion_pairings": "",
                    "traditional_use": "",
                    "contains_l_theanine": "no",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required",
                    "in_stock": "yes",
                    "stock_level": "instock",
                    "discontinued": "no",
                    "audit_status": "pack_required",
                    "discrepancy_flag": "needs_csv_completion",
                    "discrepancy_notes": "Runtime-derived Product Truth field; replace/confirm via completed catalogue CSV import where available.",
                    "source_of_truth": "woocommerce_product_runtime_plus_catalogue_meta_when_imported",
                    "last_verified": "2026-09-24",
                    "priority": "normal",
                    "notes": "Richer catalogue field is import-ready. Blank/missing fields should be filled in the 325-product CSV and imported into product meta."
                },
                "field_sources": {
                    "product_id": "derived_runtime",
                    "product_name": "product_meta",
                    "gtin": "truth_spine_identifier_contract",
                    "brand": "product_meta",
                    "product_url": "derived_runtime",
                    "sub_type": "product_meta",
                    "variant_or_style": "product_meta",
                    "single_origin": "product_meta",
                    "country_of_origin": "product_meta",
                    "region": "product_meta",
                    "format": "product_meta",
                    "weight_g": "product_meta",
                    "servings_per_pack": "truth_spine_current_unit_pricing",
                    "packaging_type": "product_meta",
                    "price_gbp": "truth_spine_current_unit_pricing",
                    "price_per_100g_gbp": "truth_spine_current_unit_pricing",
                    "price_tier": "product_meta",
                    "organic": "product_meta",
                    "fairtrade": "product_meta",
                    "rainforest_alliance": "product_meta",
                    "soil_association": "product_meta",
                    "kosher": "product_meta",
                    "vegan": "product_meta",
                    "flavour_notes": "derived_runtime",
                    "intensity": "missing_pending_catalogue_csv",
                    "astringency": "missing_pending_catalogue_csv",
                    "body": "missing_pending_catalogue_csv",
                    "sweetness": "missing_pending_catalogue_csv",
                    "bitterness": "missing_pending_catalogue_csv",
                    "mouthfeel": "missing_pending_catalogue_csv",
                    "has_added_flavouring": "product_meta",
                    "added_flavour_ingredients": "product_meta",
                    "recommended_time_of_day": "product_meta",
                    "focus_friendly": "missing_pending_catalogue_csv",
                    "post_meal_digestive": "missing_pending_catalogue_csv",
                    "occasion_tags": "missing_pending_catalogue_csv",
                    "food_pairings": "missing_pending_catalogue_csv",
                    "occasion_pairings": "missing_pending_catalogue_csv",
                    "traditional_use": "missing_pending_catalogue_csv",
                    "contains_l_theanine": "derived_runtime",
                    "contains_dairy": "product_meta",
                    "contains_nuts": "product_meta",
                    "contains_gluten": "product_meta",
                    "in_stock": "woocommerce_runtime_authoritative",
                    "stock_level": "woocommerce_runtime_authoritative",
                    "discontinued": "product_meta",
                    "audit_status": "product_meta",
                    "discrepancy_flag": "derived_runtime",
                    "discrepancy_notes": "derived_runtime",
                    "source_of_truth": "derived_runtime",
                    "last_verified": "product_meta",
                    "priority": "derived_runtime",
                    "notes": "derived_runtime"
                }
            },
            "search_facets": {
                "schema_version": "search-facets-2026-06-17",
                "identity": {
                    "brand": "Trimlyne",
                    "brand_slugs": [
                        "trimlyne"
                    ],
                    "category_slugs": [
                        "crackers-crispbreads",
                        "crispbreads"
                    ],
                    "format": "crackers"
                },
                "hard_filters": {
                    "organic": "pack_required",
                    "fairtrade": "pack_required",
                    "rainforest_alliance": "pack_required",
                    "focus_friendly": "",
                    "post_meal_digestive": "",
                    "contains_dairy": "pack_required",
                    "contains_nuts": "pack_required",
                    "contains_gluten": "pack_required"
                },
                "ranking_boosts": {
                    "recommended_time_of_day": "midday, afternoon",
                    "occasion_tags": [],
                    "food_pairings": [],
                    "occasion_pairings": [],
                    "flavour_notes": [
                        "biscuits"
                    ],
                    "intensity": "",
                    "body": "",
                    "astringency": "",
                    "sweetness": "",
                    "bitterness": "",
                    "mouthfeel": "",
                    "price_tier": "mid"
                },
                "graph_signals": {
                    "linked_recipe_count": 0,
                    "linked_wiki_topic_count": 0,
                    "same_brand_count": 1,
                    "same_category_count": 8
                }
            },
            "resource_links": {
                "canonical_product_url": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                "product_truth_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070734",
                "product_json_route": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/.json",
                "product_markdown_route": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/.md",
                "checkout_url": "https://crackers.biz/buy/trimlyne-melba-toast-thins-100g/",
                "buy_card_route": "https://crackers.biz/buy-card/trimlyne-melba-toast-thins-100g/",
                "citation_anchor": "https://crackers.biz/product/trimlyne-melba-toast-thins-100g/",
                "citation_endpoint": "https://crackers.biz/wp-json/crackers/v1/citation-anchor?entity_type=product&entity_id=1070734",
                "citation_feed": "https://crackers.biz/citation-anchors.jsonl",
                "canonical_image_url": "https://crackers.biz/canonical-asset/2026/09/www-crackers-biz-trimlyne-melba-toast-thins-100g-front-of-pack-600x600.avif",
                "image_record_id": "wp-attachment-1072222",
                "full_visual_discovery_endpoint": "https://crackers.biz/wp-json/crackers/v1/product-truth?product_id=1070734&image_mode=full_visual_discovery",
                "image_indexes": {
                    "product_image_index": "https://crackers.biz/crackers-product-image-index.jsonl",
                    "sitewide_image_index": "https://crackers.biz/crackers-sitewide-image-index.jsonl"
                },
                "knowledge_graph_reference": "https://crackers.biz/crackers-knowledge-graph.json#product-1070734",
                "claim_policy": "https://crackers.biz/claim-policy.json",
                "llm_feeds": {
                    "products": "https://crackers.biz/products.json",
                    "buy_cards": "https://crackers.biz/buy-cards.jsonl",
                    "recipes": "https://crackers.biz/llm-recipes.jsonl",
                    "wiki": "https://crackers.biz/llm-wiki.jsonl"
                },
                "linked_recipes": [],
                "linked_wiki_topics": []
            },
            "payload_completeness": {
                "catalogue_field_count": 81,
                "catalogue_missing_field_count": 20,
                "catalogue_missing_fields": [
                    "servings_per_pack",
                    "intensity",
                    "astringency",
                    "body",
                    "sweetness",
                    "bitterness",
                    "mouthfeel",
                    "focus_friendly",
                    "post_meal_digestive",
                    "occasion_tags",
                    "food_pairings",
                    "occasion_pairings",
                    "traditional_use"
                ],
                "required_resource_links": [
                    "canonical_product_url",
                    "product_truth_endpoint",
                    "buy_card_route",
                    "citation_anchor",
                    "canonical_image_url",
                    "checkout_url"
                ],
                "missing_resource_links": [],
                "linked_recipe_count": 0,
                "linked_wiki_topic_count": 0,
                "status": "usable_with_known_gaps"
            },
            "curator_opinion": {
                "available": false
            },
            "source_status": "woocommerce_public_catalog_plus_products_json_truth_spine",
            "identifier_priority_used": "agent_index",
            "governance": {
                "truth_spine_sources": [
                    "woocommerce_public_catalog",
                    "catalogue_audit_product_meta_when_imported",
                    "products.json_generation_functions",
                    "buy-card_route_contract",
                    "claim-policy",
                    "recipe_post_meta",
                    "wiki_planned_product_meta",
                    "citation_anchor_service",
                    "image_binding_service"
                ],
                "public_scope_only": true,
                "checkout_requires_human_action": true,
                "claim_review_required_for_medical_or_superlative_copy": true,
                "rich_payload_mode": "one_call_product_truth_bundle",
                "catalogue_csv_ready": true
            },
            "agent_search": {
                "search_text": " trimlyne melba toast thins 100g trimlyne not present in source trimlyne melba toast thins 100g biscuits pack required crackers biscuits crackers crispbreads crispbreads 1070734 trimlyne melba toast thins 100g not present in source trimlyne https crackers biz product trimlyne melba toast thins 100g crackers savoury crackers melba toast thin bakes canape bases trimlyne melba toast thins 100g not claimed pack required n a crackers 100 pack 2 4 2 4 mid pack required pack required pack required pack required pack required pack required biscuits no n a midday afternoon no pack required pack required pack required yes instock no pack required needs csv completion runtime derived product truth field replace confirm via completed catalogue csv import where available woocommerce product runtime plus catalogue meta when imported 2026 09 24 normal richer catalogue field is import ready blank missing fields should be filled in the 325 product csv and imported into product meta search facets 2026 06 17 trimlyne trimlyne crackers crispbreads crispbreads crackers pack required pack required pack required pack required pack required pack required midday afternoon biscuits mid 0 0 1 8 ",
                "answerable_fields": [
                    "name",
                    "brand",
                    "gtin",
                    "sku",
                    "price",
                    "stock_status",
                    "ingredient_family",
                    "origin",
                    "format",
                    "flavour_notes",
                    "suitability_boundaries",
                    "catalogue_enrichment",
                    "search_facets",
                    "related_entities",
                    "canonical_image_url",
                    "citation_anchor",
                    "checkout_url"
                ],
                "tokens_sha256": "366553f4addfe12e7c0daf2ce44759e6e077f753965563d21dea481e59bf1524"
            }
        }
    ]
}
