{"citations":{"source_mix":{"company_owned":45,"independent":5,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":43,"partial":7},"total_sources":51,"unique_domain_count":12},"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":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"Wildfire resistant fire rated roofing","subject":"FireRoofs","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"FireRoofs","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"FireRoofs","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"FireRoofs","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"weak","subject":"FireRoofs","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-01","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"FireRoofs","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"FireRoofs","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/wildfire-resistant-fire-rated-roofing/fireroofs.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/wildfire-resistant-fire-rated-roofing/fireroofs","report_type":"fit_review","study_id":"HSCI-STUDY-D04330BFE8B3","title":"FireRoofs 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.","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":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 05:55:12.267576+00","research_date":"2026-10-01","source_snapshot_sha256":"b313db80471f8f884fbaab921a1e790a3c974caaa0f22e5564c1c11c90860c2a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"FireRoofs is a mixed fit for a homeowner whose core purchase is a wildfire-resistant, fire-rated roof. Two of the seven platforms in this study named FireRoofs during ranking discovery (deepseek, kimi), and the seven fit evaluations split: one \"good,\" four \"mixed,\" one \"weak,\" and one \"uncertain.\" The strongest reason to consider FireRoofs is its integrated mitigation bundle — exterior sprinklers, Vulcan Vents ember-resistant vent retrofits, Class A roof assessment, defensible space, and insurance documentation (, -3). The main limitation is that FireRoofs is not a roofing installer: its own…","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"}}