{"citations":{"source_mix":{"company_owned":30,"independent":28,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":8},"total_sources":58,"unique_domain_count":23},"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":["grok","kimi"],"predicate":"final_consensus_rank","qualifier":"budget flooring installation","subject":"50Floor","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"50Floor","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"50Floor","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"50Floor","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"50Floor","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/budget-flooring-installation/50floor.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/budget-flooring-installation/50floor","report_type":"fit_review","study_id":"HICI-STUDY-9D841512D267","title":"50Floor 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.","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.","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 14:41:28.662685+00","research_date":"2026-10-02","source_snapshot_sha256":"a54e03a9b87a6f6fd518c4998009d0e106f404e17d9a2d4cc8611a429d221f98","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"50Floor is a mixed fit for budget flooring installation. Two of seven platforms named it during the ranking stage (grok, kimi), a 28.6% share of included platform responses, at an average listed rank of 5.0 and a best rank of 3. Its strongest argument is a turnkey supply-and-install package for budget vinyl and laminate, with in-home quotes, bundled removal and disposal, and one-day installation claims. The main limitation is that no verified public per-square-foot price exists, and independent review sources document inconsistent workmanship, disputed warranty outcomes, and…","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"}}