{"citations":{"source_mix":{"company_owned":23,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":8},"total_sources":31,"unique_domain_count":10},"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":"Oak Erds","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Oak Erds","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Oak Erds","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Oak Erds","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Oak Erds","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Oak Erds","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Oak Erds","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/hardwood-floor-refinishing/oak-erds.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/hardwood-floor-refinishing/oak-erds","report_type":"fit_review","study_id":"HICI-STUDY-F1CB9F4BFAA4","title":"Oak Erds 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 13:22:50.137536+00","research_date":"2026-10-02","source_snapshot_sha256":"de5be964fb66b10194e8ea7dc4d929759d4cfe1f67523fbfeb6436d3276f242b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Oak Erds is a good fit for an Atlanta-metro homeowner with sound but worn hardwood boards who wants full sanding, optional staining, and polyurethane refinishing rather than replacement. Two of seven platforms named Oak Erds during the ranking stage (deepseek and kimi), giving it a 28.6% share of included platform responses, an average listed rank of 6.0, and a best listed rank of 5. The strongest reason to consider it is a direct service match: advertised dustless sanding, sand-to-bare-wood refinishing, stain selection, and oil- or water-based polyurethane, with a published Atlanta price…","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"}}