{"citations":{"source_mix":{"company_owned":18,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":4},"total_sources":23,"unique_domain_count":11},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Natural Stone Flooring Suppliers and Installers","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"natural stone flooring","subject":"Southlake Floors TX","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Southlake Floors TX","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Southlake Floors TX","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Southlake Floors TX","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Southlake Floors TX","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Southlake Floors TX","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Southlake Floors TX","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/natural-stone-flooring/southlake-floors-tx.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/natural-stone-flooring/southlake-floors-tx","report_type":"fit_review","study_id":"HICI-STUDY-111438398C75","title":"Southlake Floors TX Review for natural stone flooring"},"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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Improvement Consensus Index cross-platform AI consensus analysis","platforms_included":["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 21:10:28.476171+00","research_date":"2026-10-02","source_snapshot_sha256":"94935c8b14aa28c246597babfce775fe4affa3540d33f301caefa3e02632991f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":8,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Southlake Floors TX is a mixed-to-good fit for natural stone flooring, but only for Dallas–Fort Worth homeowners who verify details before signing. Two of six platforms named it during ranking discovery (deepseek, kimi), a 33.3% share, at an average listed rank of 4.5 and best rank of 4. The strongest reason to consider it: its stated marble scope covers substrate inspection, leveling, uncoupling membrane, custom layout, bookmatched placement, penetrating sealer, and final polishing . The main limitation: evidence is overwhelmingly company-published, published pricing is internally…","target_buyer":"A homeowner specifying marble, travertine or slate and needing sealing, layout and weight considerations handled properly.","topic":{"base_category":"Flooring Installation","category_criteria":["stone sourcing and batching","sealing regime","substrate load capacity","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-natural-stone-flooring-suppliers-and-installers","title":"Best Natural Stone Flooring Suppliers and Installers","use_case":"natural stone flooring"}}