{"citations":{"source_mix":{"company_owned":42,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":56,"partial":7},"total_sources":64,"unique_domain_count":16},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Laminate Flooring Brands and Installers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"laminate flooring purchase","subject":"Floor & Decor","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Floor & Decor","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Floor & Decor","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Floor & Decor","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Floor & Decor","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Floor & Decor","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/laminate-flooring-purchase/floor-decor.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/laminate-flooring-purchase/floor-decor","report_type":"fit_review","study_id":"HICI-STUDY-57FE062D4597","title":"Floor & Decor Review for laminate flooring purchase"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Improvement Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-10-02 20:11:43.07617+00","research_date":"2026-10-02","source_snapshot_sha256":"9db1a5c443784c2fa148fa993277e20447a82bd0b7cb1167bca62fd41ebcfad0","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":23,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Floor & Decor is a good fit for a cost-conscious homeowner buying laminate flooring, especially one comparing AC wear ratings and edge treatments. Three of seven platforms named Floor & Decor during the ranking stage (deepseek, kimi, perplexity), and fit ratings across the seven platform evaluations ranged from strong to mixed. The strongest reason to consider it is HydroShield Plus: reviewed listings show AC4, waterproof positioning, attached pad, and a stated lifetime residential warranty at roughly $1.59–$2.89 per square foot. The main limitation is installation: Floor & Decor refers…","target_buyer":"A homeowner choosing laminate for cost and durability and comparing AC wear ratings and edge treatments.","topic":{"base_category":"Flooring Installation","category_criteria":["AC wear rating","edge and bevel treatment","underlayment requirements","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-laminate-flooring-brands-and-installers","title":"Best Laminate Flooring Brands and Installers","use_case":"laminate flooring purchase"}}