{"citations":{"source_mix":{"company_owned":15,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":7},"total_sources":32,"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 Carpet Retailers and Installation Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"carpet purchase and fitting","subject":"Floor Coverings International","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Floor Coverings International","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Floor Coverings International","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Floor Coverings International","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.25,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Floor Coverings International","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/carpet-purchase-and-fitting/floor-coverings-international.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/carpet-purchase-and-fitting/floor-coverings-international","report_type":"fit_review","study_id":"HICI-STUDY-E0C87142E4D2","title":"Floor Coverings International 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.","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 12:04:13.552559+00","research_date":"2026-10-02","source_snapshot_sha256":"76f9e52223807a0cc2d76f3fa26b1ddbd79e67c87f69edc2d094f6643368fb31","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Floor Coverings International is a good, locally dependent fit for carpet purchase and fitting in bedrooms and on stairs. Four of the seven platforms in this study named it during the ranking stage, and those four placed it at an average listed rank of 4.25, with one first-place listing. Its strongest advantage is the Mobile Flooring Showroom: samples, measurement, and a written proposal happen in the buyer's home, with one company coordinating carpet, cushion, and installation. The main limitation is franchise variability. Carpet fibre menus, cushion specifications, subfloor preparation…","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"}}