{"citations":{"source_mix":{"company_owned":21,"independent":14,"unclear":10},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":14},"total_sources":45,"unique_domain_count":26},"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","perplexity"],"predicate":"final_consensus_rank","qualifier":"engineered wood flooring","subject":"Somerset Hardwood Flooring","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Somerset Hardwood Flooring","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Somerset Hardwood Flooring","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Somerset Hardwood Flooring","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Somerset Hardwood Flooring","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"Somerset Hardwood Flooring","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/engineered-wood-flooring/somerset-hardwood-flooring.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/engineered-wood-flooring/somerset-hardwood-flooring","report_type":"fit_review","study_id":"HICI-STUDY-F5ED2C9A6A95","title":"Somerset Hardwood Flooring 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.","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 15:42:29.653864+00","research_date":"2026-10-02","source_snapshot_sha256":"df64170b2b81e41c8e4ca03b8a7fab6db9bd85b25fefea1c1e35168663b8dad8","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Somerset Hardwood Flooring is a good, not unequivocal, fit for a homeowner choosing engineered boards for stability over concrete or underfloor conditions. Two of the six included platforms named Somerset during the ranking stage, and those two placed it at an average listed rank of 3.5 (best rank 1). The strongest reason to consider it is the SolidPlus® XP Euro Wide Plank Collection: a 9/16-inch engineered plank with a 3.5 mm nominal European White Oak wear layer, multi-layer cross-grained construction, and stated on/above/below-grade suitability . The main limitation is that Somerset sells…","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"}}