{"citations":{"source_mix":{"company_owned":26,"independent":16,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":7},"total_sources":42,"unique_domain_count":15},"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","deepseek","grok","kimi"],"predicate":"final_consensus_rank","qualifier":"Wildfire resistant fire rated roofing","subject":"Polyglass","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","deepseek","grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Polyglass","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-01","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Polyglass","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-01","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Polyglass","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-01","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Polyglass","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Polyglass","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeservicesconsensusindex.com/datasets/roofing-services/wildfire-resistant-fire-rated-roofing/polyglass.json","page_url":"https://homeservicesconsensusindex.com/roofing-services/wildfire-resistant-fire-rated-roofing/polyglass","report_type":"fit_review","study_id":"HSCI-STUDY-CD6A482A9631","title":"Polyglass 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.","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 05:41:59.92486+00","research_date":"2026-10-01","source_snapshot_sha256":"7a453c85eaff35a38ea84b3b9f3c1f9b4a0fd8214c814b4460ba01fe3a2b3524","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":10,"ranking_unit":"Roofing contractor or company brand"},"schema_version":4,"summary":"Polyglass is a good fit for Wildfire-Resistant Fire-Rated Roofing only when the buyer understands it is a materials manufacturer, not an installing roofing contractor. Four of seven platforms named Polyglass during the ranking stage, with an average listed rank of 6.0 and a best rank of 5. Its strongest asset is documented Class A and CAL FIRE Building Materials Listing positioning for Polystick XFR and Polyanchor XFR underlayments and specified low-slope modified bitumen assemblies (, -5). The main limitation is that Polyglass does not supply turnkey residential roofing, ember-resistant…","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"}}