{"citations":{"source_mix":{"company_owned":13,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":17},"total_sources":39,"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":["grok","kimi"],"predicate":"final_consensus_rank","qualifier":"luxury vinyl plank flooring","subject":"COREtec","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"COREtec","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"COREtec","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"COREtec","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"COREtec","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"COREtec","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/luxury-vinyl-plank-flooring/coretec.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/luxury-vinyl-plank-flooring/coretec","report_type":"fit_review","study_id":"HICI-STUDY-F32AFE8A5AE8","title":"COREtec 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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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 09:53:15.746404+00","research_date":"2026-10-02","source_snapshot_sha256":"cdb4d1613ea05402ec9dd79812ca0e923210ca0e299e86d8388569d7e6e5284a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"COREtec is a good fit for a homeowner choosing luxury vinyl plank flooring for durability and water resistance, provided the buyer verifies the exact SKU, subfloor preparation, installer, and warranty terms before purchase. Two of the six platforms in this study named COREtec during the ranking stage, and both ranked it first, giving it an average listed rank of 1.0. The strongest reason to consider it is documented product specification: representative COREtec Pro products list a 20 mil wear layer, and COREtec Originals Premium examples are advertised with 30 mil wear layers, alongside…","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"}}