{"citations":{"source_mix":{"company_owned":24,"independent":26,"unclear":5},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":14},"total_sources":55,"unique_domain_count":29},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Roofing Companies for Wildfire-Resistant Fire-Rated Roofing","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"Wildfire resistant fire rated roofing","subject":"GAF","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"GAF","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"GAF","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","anthropic","deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"GAF","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"GAF","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/wildfire-resistant-fire-rated-roofing/gaf.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/wildfire-resistant-fire-rated-roofing/gaf","report_type":"fit_review","study_id":"HSCI-STUDY-D592B35894AF","title":"GAF Review for Wildfire-Resistant Fire-Rated Roofing"},"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.","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":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Services 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":"2026-10-01 05:59:00.478886+00","research_date":"2026-10-01","source_snapshot_sha256":"b1be2096aa61e913a6c766c3f4ba0bfb6d058df1b2e7cc0771ce388601f40fbb","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"GAF is a good, conditional fit for Wildfire-Resistant Fire-Rated Roofing. Two of the seven platforms in this study named GAF during the ranking stage, and all seven evaluated it in the fit-research stage. Its strongest asset is documented UL 790 Class A capability for Timberline HDZ and Timberline Ultra HDZ shingle assemblies, supported by VersaShield fire-resistant underlayment and a closeable ember-related soffit vent. The main limitation is that Class A applies to a tested assembly, not to the GAF brand, and no supplied source establishes that a GAF roof automatically satisfies an…","target_buyer":"A homeowner in a wildfire risk zone who needs a fire-rated roof to meet insurance requirements or local defensible space codes.","topic":{"base_category":"Roofing Services","category_criteria":["Class A fire rated material expertise","wildfire code compliance","ember-resistant venting integration","insurance eligibility support","regional wildfire zone experience"],"geography":"United States","slug":"best-roofing-companies-for-wildfire-resistant-fire-rated-roofing","title":"Best Roofing Companies for Wildfire-Resistant Fire-Rated Roofing","use_case":"Wildfire resistant fire rated roofing"}}