{"citations":{"source_mix":{"company_owned":15,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":6},"total_sources":32,"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":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"whole home flooring replacement","subject":"McCool's Flooring","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"McCool's Flooring","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"McCool's Flooring","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"McCool's Flooring","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"McCool's Flooring","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"McCool's Flooring","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"McCool's Flooring","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/whole-home-flooring-replacement/mccool-s-flooring.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/whole-home-flooring-replacement/mccool-s-flooring","report_type":"fit_review","study_id":"HICI-STUDY-94D205C2E2D1","title":"McCool's Flooring 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.","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 19:10:01.131596+00","research_date":"2026-10-02","source_snapshot_sha256":"ed728dab4fcead9ea8df2fa8cb423f446d5e9aac9991aef03dfd8ed41b7c72df","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"McCool's Flooring is a mixed-to-good fit for whole home flooring replacement, but only for homeowners inside its Central Indiana service area. Two of the seven platforms that evaluated fit named McCool's during the ranking stage (deepseek and kimi), giving it a 28.6% share of included platform responses, an average listed rank of 3.5, and a best listed rank of 2. The strongest reason to consider it is a single-source model: in-house installation, included furniture moving and removal, subfloor preparation, and free in-home estimates across carpet, LVP, engineered hardwood, laminate, and…","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"}}