{"citations":{"source_mix":{"company_owned":26,"independent":13,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":8},"total_sources":39,"unique_domain_count":13},"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":["google","kimi"],"predicate":"final_consensus_rank","qualifier":"rental property flooring","subject":"BuildDirect","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"BuildDirect","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"BuildDirect","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"BuildDirect","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"BuildDirect","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"BuildDirect","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/rental-property-flooring/builddirect.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/rental-property-flooring/builddirect","report_type":"fit_review","study_id":"HICI-STUDY-7C2AF736B0BB","title":"BuildDirect 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 23:41:48.214884+00","research_date":"2026-10-02","source_snapshot_sha256":"1c478df6812c45080706819c1f8a0ad8da6023e37e5d28e3f3523038d69e9a57","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":43,"qualified_finalists":8,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"BuildDirect is a good fit for landlords who want standardized, commercially rated flooring materials for multi-unit rental turnovers and are willing to manage installation locally. Two of seven platforms named BuildDirect during the ranking stage (google, kimi), and it finished fifth overall with an average listed rank of 3.5. The strongest reason to consider it is the BuildDirect Pro Multi-Family program: AC5 laminate and entry SPC options, quote-based volume pricing, staged delivery, and repeat SKUs aimed at turnover operations . The main limitation is that BuildDirect is a materials…","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"}}