{"citations":{"source_mix":{"company_owned":17,"independent":6,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":18,"partial":5},"total_sources":23,"unique_domain_count":7},"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":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"hardwood floor refinishing","subject":"Cavalieri Flooring","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Cavalieri Flooring","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Cavalieri Flooring","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Cavalieri Flooring","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Cavalieri Flooring","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Cavalieri Flooring","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/hardwood-floor-refinishing/cavalieri-flooring.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/hardwood-floor-refinishing/cavalieri-flooring","report_type":"fit_review","study_id":"HICI-STUDY-EF340E333C7F","title":"Cavalieri Flooring 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.","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 13:18:17.135119+00","research_date":"2026-10-02","source_snapshot_sha256":"01e21870ad3481f8ebf86eb9ed4c266561ebd13152ff153ab1eecabeb600e276","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Cavalieri Flooring is a good fit for hardwood floor refinishing if the home is in Orlando or Central Florida and the boards are sound but worn. Two of the seven platforms in this study named it during the ranking stage (deepseek, kimi), and all seven evaluated its fit. The strongest reason to consider it is a published refinishing scope that matches the use case directly: dustless drum sanding to bare wood, optional stain from 40+ colors, board repairs, and multiple polyurethane coats (, -6). The main limitation is geography — service is marketed only to Orlando and Central Florida — plus…","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"}}