{"citations":{"source_mix":{"company_owned":29,"independent":11,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":3},"total_sources":41,"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":["deepseek","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"engineered wood flooring","subject":"Hallmark Floors","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Hallmark Floors","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Hallmark Floors","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Hallmark Floors","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Hallmark Floors","platform_mentions":3,"platform_share":0.5}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/engineered-wood-flooring/hallmark-floors.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/engineered-wood-flooring/hallmark-floors","report_type":"fit_review","study_id":"HICI-STUDY-94FFB7303B41","title":"Hallmark 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.","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 15:29:17.925668+00","research_date":"2026-10-02","source_snapshot_sha256":"ef3e08cede1a5506d149ea1a8408b4d3dec4d44e41cc5fdfec1b9075c09968ec","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Hallmark Floors is a good fit for a homeowner who prioritizes a thick, refinishable engineered wear layer and manufacturer-directed installation over concrete or approved underfloor conditions. Three of six included platforms named Hallmark during the ranking stage — a 50% share — at an average listed rank of 2.67 and a best rank of 1. The strongest reason to consider it is documented 4mm sawn-cut wear layers in Serenity/Fair Oak and Alta Vista, plus published concrete, radiant-heat, and subfloor guidance. The main limitation is dealer-dependent pricing and warranty administration:…","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"}}