{"citations":{"source_mix":{"company_owned":17,"independent":12,"unclear":5},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":8},"total_sources":34,"unique_domain_count":16},"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":["deepseek","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"engineered wood flooring","subject":"Shaw Floors","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Shaw Floors","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Shaw Floors","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Shaw Floors","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Shaw Floors","platform_mentions":3,"platform_share":0.5}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/engineered-wood-flooring/shaw-floors.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/engineered-wood-flooring/shaw-floors","report_type":"fit_review","study_id":"HICI-STUDY-4351DAF1C5E4","title":"Shaw Floors 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 15:37:44.1798+00","research_date":"2026-10-02","source_snapshot_sha256":"0356927e08c258bb15411a59583b8ad55724b314aee4b82386dbc3a130248b7b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Shaw Floors is a mixed fit for a homeowner choosing engineered wood flooring for stability over concrete or underfloor conditions. Three of the six included platforms named Shaw Floors during the ranking stage, a 50% share, at an average listed rank of 8.0 and a best rank of 5. The strongest reason to consider Shaw is installation flexibility: its Riverstone SW593 product is listed for above-, on-, and below-grade installation and supports nail, staple, glue, and floating methods . The main limitation is veneer thickness. Shaw's own product pages list Riverstone at a 1.2 mm veneer, below the…","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"}}