{"example_only":true,"service":"category_node_suggester","note":"Illustrative output from synthetic product facts; paid results depend on supplied facts.","name":"Marketplace Category / Node Suggester","marketplace":"amazon_us","input_summary":{"product":"Synthetic insulated stainless steel water bottle","candidate_nodes":["hyd-100 — Insulated Water Bottles","drink-200 — Travel Mugs","access-300 — Bottle Accessories"]},"output":{"marketplace":"amazon_us","suggestions":[{"rank":1,"node_id":"hyd-100","label":"Insulated Water Bottles","path":"Sports & Outdoors > Hydration > Water Bottles","match_score":58.8,"matched_terms":["bottle","insulated","reusable","vacuum","water"],"evidence_fields":["category","product_name","keywords","features"],"unmatched_candidate_terms":["hydration","outdoor","sport"],"rationale":"Matched 5 of 8 normalized candidate terms across 4 supplied product-fact field(s)."},{"rank":2,"node_id":"access-300","label":"Bottle Accessories","path":"Sports & Outdoors > Hydration > Bottle Accessories","match_score":26.7,"matched_terms":["bottle","lid"],"evidence_fields":["category","product_name","keywords","features"],"unmatched_candidate_terms":["accessory","hydration","outdoor","replacement","sleeve","sport"],"rationale":"Matched 2 of 8 normalized candidate terms across 4 supplied product-fact field(s)."},{"rank":3,"node_id":"drink-200","label":"Travel Mugs","path":"Home & Kitchen > Drinkware > Travel Mugs","match_score":10.1,"matched_terms":["commuter"],"evidence_fields":["target_audience"],"unmatched_candidate_terms":["coffee","cup","drinkware","home","kitchen","mug","travel"],"rationale":"Matched 1 of 8 normalized candidate terms across 1 supplied product-fact field(s)."}],"suggested_search_phrases":["water bottles","Insulated Stainless Steel Water Bottle","stainless steel water bottles"],"ambiguous":false,"warnings":["Candidate IDs, labels, paths, and keywords are seller-supplied; Friday does not fetch or verify a current marketplace taxonomy.","A high text match does not establish category eligibility, browse placement, required attributes, fees, approval, or policy compliance.","No seller account was accessed and no category or listing was changed or published."],"method_notes":["Scores use normalized word overlap between each supplied candidate and the supplied category, product name, keywords, features, materials, benefits, and audience.","Category and product-name evidence receive the highest deterministic weights; ties are resolved by candidate node ID for stable output.","The transform does not use sales, traffic, conversion, search-volume, browse-tree, or marketplace-account data."],"publish_status":"draft_needs_review"}}