{"citations":{"source_mix":{"company_owned":17,"independent":13,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":20,"partial":6},"total_sources":30,"unique_domain_count":13},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Engineered Wood Flooring Brands and Dealers","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"engineered wood flooring","subject":"Kährs","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Kährs","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Kährs","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Kährs","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.2,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Kährs","platform_mentions":5,"platform_share":0.8333333333333334}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/engineered-wood-flooring/k-hrs.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/engineered-wood-flooring/k-hrs","report_type":"fit_review","study_id":"HICI-STUDY-EB1621B1E58C","title":"Kährs Review for engineered wood flooring"},"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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Improvement Consensus Index cross-platform AI consensus analysis","platforms_included":["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 15:32:38.807834+00","research_date":"2026-10-02","source_snapshot_sha256":"681c97ce85fc83bd3f1f6e9806a3a873d1491a037c1ca8ab990b519804d89695","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Kährs is a good, not unequivocally strong, fit for a homeowner choosing engineered wood flooring for stability over concrete or underfloor-heated assemblies. Five of the six included platforms named Kährs during the ranking stage, and all six that evaluated fit rated it good or strong. The strongest reason to consider it is a premium 15 mm, three-layer product such as Oak Coast with an approximately 3.5 mm hardwood wear layer, two-time resanding indication, and detailed concrete-subfloor guidance. The main limitation is that Kährs does not publish verified US retail pricing, installation is…","target_buyer":"A homeowner choosing engineered boards for stability over concrete or underfloor conditions, comparing veneer thickness and cores.","topic":{"base_category":"Flooring Installation","category_criteria":["veneer thickness","core construction","refinishing potential","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-engineered-wood-flooring-brands-and-dealers","title":"Best Engineered Wood Flooring Brands and Dealers","use_case":"engineered wood flooring"}}