{"citations":{"source_mix":{"company_owned":34,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":44,"partial":4},"total_sources":49,"unique_domain_count":17},"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 Carpet Retailers and Installation Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Flooring America","unit":"rank","value":8},{"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","deepseek","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Flooring America","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Flooring America","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Flooring America","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/carpet-purchase-and-fitting/flooring-america.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/carpet-purchase-and-fitting/flooring-america","report_type":"fit_review","study_id":"HICI-STUDY-4DD4B27113E6","title":"Flooring America Review for carpet purchase and fitting"},"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 12:18:12.511073+00","research_date":"2026-10-02","source_snapshot_sha256":"4af999302931fa068c83c22b5a16ad29f1329332393c883a9444f42116d1fd3a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Flooring America is a good but locally variable fit for carpet purchase and fitting, especially for bedrooms and straightforward stairs. Two of the seven platforms in this study named Flooring America during the ranking stage — Google (rank 5) and OpenAI (rank 1) — giving it an average listed rank of 3.0 and a best rank of 1. The strongest reason to consider it is the Room to Explore carpet program combined with the 3 Heart Adore Your Floor Guarantee and published product specifications for nylon and triexta styles. The main limitation is that Flooring America is a cooperative of…","target_buyer":"A homeowner carpeting bedrooms or stairs and comparing fibre, underlay and fitting quality on stairs and transitions.","topic":{"base_category":"Flooring Installation","category_criteria":["fibre and pile options","underlay quality","stair and transition fitting","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-carpet-retailers-and-installation-companies","title":"Best Carpet Retailers and Installation Companies","use_case":"carpet purchase and fitting"}}