{"citations":{"source_mix":{"company_owned":27,"independent":8,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":21,"partial":6},"total_sources":38,"unique_domain_count":19},"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 Hardwood Floor Refinishing and Sanding Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"hardwood floor refinishing","subject":"TriArt Hardwoods","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"TriArt Hardwoods","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"TriArt Hardwoods","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"TriArt Hardwoods","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"TriArt Hardwoods","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.3333333333333335,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"TriArt Hardwoods","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/hardwood-floor-refinishing/triart-hardwoods.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/hardwood-floor-refinishing/triart-hardwoods","report_type":"fit_review","study_id":"HICI-STUDY-4FED5E4B0C11","title":"TriArt Hardwoods Review for hardwood floor refinishing"},"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 13:16:00.710009+00","research_date":"2026-10-02","source_snapshot_sha256":"a32d0bb67d9917577af7aaf2d762f14721e9cf75babb53610b2157fddabb82e4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"TriArt Hardwoods is a good fit for hardwood floor refinishing if you own a sound but worn floor in metro Atlanta and want a full sand to raw wood, custom stain, and a multi-coat finish with dust containment. Three of seven platforms named it during the ranking stage (anthropic, deepseek, kimi), with an average listed rank of 3.33 and a best rank of 3. The strongest reason to consider it is unusually specific published dust-containment and process detail plus NWFA-certified ownership. The main limitation is that most evidence is company-published, independent review and durability validation…","target_buyer":"A homeowner with sound but worn boards who wants them sanded and refinished rather than replaced.","topic":{"base_category":"Flooring Installation","category_criteria":["dust containment","sanding and stain expertise","finish cure and durability","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-hardwood-floor-refinishing-and-sanding-companies","title":"Best Hardwood Floor Refinishing and Sanding Companies","use_case":"hardwood floor refinishing"}}