{"citations":{"source_mix":{"company_owned":19,"independent":34,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":14},"total_sources":54,"unique_domain_count":26},"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 Laminate Flooring Brands and Installers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","grok"],"predicate":"final_consensus_rank","qualifier":"laminate flooring purchase","subject":"Mannington Laminate Restoration Collection","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Mannington Laminate Restoration Collection","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Mannington Laminate Restoration Collection","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Mannington Laminate Restoration Collection","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Mannington Laminate Restoration Collection","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.3333333333333335,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Mannington Laminate Restoration Collection","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/flooring-installation/laminate-flooring-purchase/mannington-laminate-restoration-collection.json","page_url":"https://homeimprovementconsensusindex.com/flooring-installation/laminate-flooring-purchase/mannington-laminate-restoration-collection","report_type":"fit_review","study_id":"HICI-STUDY-011BA20B8175","title":"Mannington Laminate Restoration Collection Review for laminate flooring purchase"},"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.","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 20:11:40.514175+00","research_date":"2026-10-02","source_snapshot_sha256":"ef9d871cc0a8f0aed7e1bbd5f36dccaa98a19330922fd5882875a55d9f40abde","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":23,"qualified_finalists":9,"ranking_unit":"Flooring retailer, manufacturer, or installation contractor"},"schema_version":4,"summary":"Mannington Laminate Restoration Collection is a good fit for a homeowner buying laminate for cost and durability, provided the exact SKU's AC rating, edge profile, and water-resistance terms are confirmed in writing before purchase. Three of seven platforms named it during ranking discovery (anthropic, google, grok), a 42.9% share of included platform responses, at an average listed rank of 3.3 and a best rank of 2. The strongest reason to consider it is documented installation requirements, a 12 mm embossed-in-register option, and a 25-year limited residential warranty. The main limitation…","target_buyer":"A homeowner choosing laminate for cost and durability and comparing AC wear ratings and edge treatments.","topic":{"base_category":"Flooring Installation","category_criteria":["AC wear rating","edge and bevel treatment","underlayment requirements","material range and quality","subfloor preparation","installation craftsmanship","lead time","price transparency","wear and finish warranty","customer review strength"],"geography":"United States","slug":"best-laminate-flooring-brands-and-installers","title":"Best Laminate Flooring Brands and Installers","use_case":"laminate flooring purchase"}}