{"citations":{"source_mix":{"company_owned":20,"independent":41,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":19},"total_sources":61,"unique_domain_count":32},"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 Budget Flooring Installation Services","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"budget flooring installation","subject":"Floor & Decor","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Floor & Decor","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Floor & Decor","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Floor & Decor","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.8,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Floor & Decor","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/budget-flooring-installation/floor-decor.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/budget-flooring-installation/floor-decor","report_type":"fit_review","study_id":"HICI-STUDY-23CD6F4EB641","title":"Floor & Decor Review for budget 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.","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 14:25:36.1915+00","research_date":"2026-10-02","source_snapshot_sha256":"216a3824bf7fad3ca82922ffb7c2d8ca7ba76e4019a428ea602b2559fdbe055b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Floor & Decor is a mixed fit for budget flooring installation. Five of seven platforms named it during the ranking stage, with an average listed rank of 3.8 and a best rank of 1. The strongest reason to consider it is material pricing: clearance tile from $0.67 per square foot, laminate from $1.99 per square foot, and rigid-core vinyl from $1.79 per square foot, plus free DIY clinics that let a homeowner eliminate labor entirely . The main limitation is that installation is not in-house. It runs through the third-party Installation Made Easy referral network, and no platform found a…","target_buyer":"A homeowner covering a large area at the lowest cost per square foot while still getting a competent fit.","topic":{"base_category":"Flooring Installation","category_criteria":["per-square-foot pricing","entry-level product range","removal and disposal costs","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-budget-flooring-installation-services","title":"Best Budget Flooring Installation Services","use_case":"budget flooring installation"}}