{"citations":{"source_mix":{"company_owned":47,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":58,"partial":10},"total_sources":69,"unique_domain_count":26},"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 Commercial-Grade Flooring Suppliers for Rental Properties","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"predicate":"final_consensus_rank","qualifier":"rental property flooring","subject":"Karndean Designflooring","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Karndean Designflooring","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Karndean Designflooring","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Karndean Designflooring","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Karndean Designflooring","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/rental-property-flooring/karndean-designflooring.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/rental-property-flooring/karndean-designflooring","report_type":"fit_review","study_id":"HICI-STUDY-B94932640E83","title":"Karndean Designflooring Review for Rental Properties"},"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":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 23:42:23.758199+00","research_date":"2026-10-02","source_snapshot_sha256":"00959ecf6d82b0d86bc66d2e37bdcc56d07d479482948934571a0fd5560a4317","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":43,"qualified_finalists":8,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Karndean Designflooring is a good-but-conditional fit for rental property flooring. Two of the seven platforms in this study named Karndean during ranking discovery, and the seven fit assessments split three \"good\" (openai, anthropic, google) against four \"mixed\" (deepseek, grok, kimi, perplexity). The strongest reason to consider it is LooseLay's plank-level repairability: individual planks and tiles are designed to be lifted and replaced, which matches a landlord's need to fix sections rather than whole rooms (, -1). The main limitation is cost opacity — Karndean sells through independent…","target_buyer":"A landlord specifying flooring across units that survives tenant turnover and is cheap to repair in sections.","topic":{"base_category":"Flooring Installation","category_criteria":["durability under heavy use","plank-level repairability","multi-unit pricing","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-commercial-grade-flooring-suppliers-for-rental-properties","title":"Best Commercial-Grade Flooring Suppliers for Rental Properties","use_case":"rental property flooring"}}