{"citations":{"source_mix":{"company_owned":11,"independent":20,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":8},"total_sources":32,"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 Flooring Companies Offering Fast or Next-Day Installation","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"fast flooring installation","subject":"National Floors Direct","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"National Floors Direct","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"National Floors Direct","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"National Floors Direct","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"National Floors Direct","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.3333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"National Floors Direct","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/fast-flooring-installation/national-floors-direct.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/fast-flooring-installation/national-floors-direct","report_type":"fit_review","study_id":"HICI-STUDY-47B456162F4F","title":"National Floors Direct Review for fast flooring installation"},"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":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 22:11:47.769475+00","research_date":"2026-10-02","source_snapshot_sha256":"3095c8205e0bdf77e1660798b1b0fc21e68c2f8e8a819a1af8c577387cfa2a26","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"National Floors Direct is a mixed fit for fast flooring installation. Six of the seven platforms in this study named it during the ranking stage, and it finished first overall with an average listed rank of 1.33. Its strongest argument is a genuinely speed-focused offer: free next-day installation on locally in-stock carpet, hardwood, luxury vinyl, and laminate, backed by free in-home measurement (, -1, ). The main limitation is reliability risk. A New York City consumer-protection action alleged repeated delays, rescheduling, and undisclosed charges, and BBB-reported complaint volume is…","target_buyer":"A homeowner working to a hard deadline, such as a move-in or sale, who needs flooring measured and fitted within days.","topic":{"base_category":"Flooring Installation","category_criteria":["in-stock inventory depth","scheduling speed","measure-to-fit turnaround","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-flooring-companies-offering-fast-or-next-day-installation","title":"Best Flooring Companies Offering Fast or Next-Day Installation","use_case":"fast flooring installation"}}