{"citations":{"source_mix":{"company_owned":23,"independent":12,"unclear":4},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":7},"total_sources":39,"unique_domain_count":20},"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 Whole-Home Flooring Replacement Contractors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"whole home flooring replacement","subject":"Flooring America","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Flooring America","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Flooring America","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Flooring America","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Flooring America","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Flooring America","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/whole-home-flooring-replacement/flooring-america.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/whole-home-flooring-replacement/flooring-america","report_type":"fit_review","study_id":"HICI-STUDY-73860B428EBC","title":"Flooring America Review for whole home flooring replacement"},"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 19:13:25.562648+00","research_date":"2026-10-02","source_snapshot_sha256":"823bd8d91b98ae28fc7480f3b1f6bcbd4b9b37e2ec2ede855fdb57b5046709fb","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Flooring America is a good but highly location-dependent fit for whole home flooring replacement. Two of the seven platforms in this study named it during the ranking stage — Google (rank 5) and OpenAI (rank 6) — giving it an average listed rank of 5.5 and a 28.6% share of included platform responses. The strongest reason to consider it is the combination of broad multi-category material selection through the Room to Explore collection, local professional installation with published workmanship warranty language, and the Adore Your Floor Guarantee where the local member-retailer…","target_buyer":"A homeowner replacing flooring throughout an occupied house, needing phasing, furniture handling and consistent transitions.","topic":{"base_category":"Flooring Installation","category_criteria":["project phasing","furniture handling","transition consistency between rooms","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-whole-home-flooring-replacement-contractors","title":"Best Whole-Home Flooring Replacement Contractors","use_case":"whole home flooring replacement"}}