{"citations":{"source_mix":{"company_owned":12,"independent":19,"unclear":7},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":13},"total_sources":38,"unique_domain_count":20},"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 Luxury Vinyl Plank Flooring Brands and Installers","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"luxury vinyl plank flooring","subject":"Shaw Floors","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Shaw Floors","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Shaw Floors","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Shaw Floors","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.8,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Shaw Floors","platform_mentions":5,"platform_share":0.8333333333333334}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/luxury-vinyl-plank-flooring/shaw-floors.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/luxury-vinyl-plank-flooring/shaw-floors","report_type":"fit_review","study_id":"HICI-STUDY-C066997A3C63","title":"Shaw Floors Review for luxury vinyl plank 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.","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 09:43:57.066765+00","research_date":"2026-10-02","source_snapshot_sha256":"550e38c543056c1eb8dd6d9bf292d72bd5a3432cd5ef947d4b1dbfe149667845","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Shaw Floors is a good fit for a homeowner prioritizing luxury vinyl plank durability and water resistance, with conditions. Five of six included platforms named Shaw Floors during the ranking stage, and it finished first overall with an average listed rank of 2.8. The strongest reason to consider it is the Floorté line of 20 mil wear-layer products, which Shaw documents with a lifetime limited residential wear warranty and watertight floating-joint language . The main limitation is that Shaw sells through dealers and retailers, so installed pricing, installer quality, labor warranties, and…","target_buyer":"A homeowner choosing LVP for durability and water resistance and comparing wear layers, locking systems and installers.","topic":{"base_category":"Flooring Installation","category_criteria":["wear layer thickness","locking system quality","moisture performance","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-luxury-vinyl-plank-flooring-brands-and-installers","title":"Best Luxury Vinyl Plank Flooring Brands and Installers","use_case":"luxury vinyl plank flooring"}}