{"citations":{"source_mix":{"company_owned":21,"independent":34,"unclear":4},"sources_referenced_by_questions":0,"support_mix":{"direct":46,"partial":12},"total_sources":59,"unique_domain_count":30},"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 Impact-Rated Window Companies for Coastal and High-Wind Zones","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"impact rated windows","subject":"PGT Innovations (PGT Windows)","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"PGT Innovations (PGT Windows)","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"PGT Innovations (PGT Windows)","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"good","subject":"PGT Innovations (PGT Windows)","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"PGT Innovations (PGT Windows)","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.2857142857142858,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"PGT Innovations (PGT Windows)","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/impact-rated-windows/pgt-innovations-pgt-windows.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/impact-rated-windows/pgt-innovations-pgt-windows","report_type":"fit_review","study_id":"HICI-STUDY-800D725B3C83","title":"PGT Innovations (PGT Windows) Review for Coastal and High-Wind Zones"},"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 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 12:55:13.920954+00","research_date":"2026-10-02","source_snapshot_sha256":"bb28c09995bc0eb72a202c0002d39643d42a393240fe7adab3a37def6ec49dec","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":20,"qualified_finalists":9,"ranking_unit":"Window and door manufacturer, dealer, or installation company"},"schema_version":4,"summary":"PGT Innovations (PGT Windows) is a good fit for a coastal homeowner who needs impact-rated windows with documented Florida and Miami-Dade approvals, laminated glazing, and broad window-and-door coverage. All seven platforms that named the entity during the ranking stage placed it in their lists, with an average listed rank of 1.29 and a best rank of 1. The strongest reason to consider it is the depth of official impact approvals and published technical documentation for the WinGuard line. The main limitation is that pricing, lead times, and installation quality are not transparent or…","target_buyer":"A coastal homeowner needing windows that meet local wind-borne debris code and may affect insurance premiums.","topic":{"base_category":"Window and Door Replacement","category_criteria":["impact certification and code compliance","laminated glazing","insurance documentation","product range and frame materials","energy performance ratings","installation quality","lead time","price transparency","product and labor warranty","customer review strength"],"geography":"United States","slug":"best-impact-rated-window-companies-for-coastal-and-high-wind-zones","title":"Best Impact-Rated Window Companies for Coastal and High-Wind Zones","use_case":"impact rated windows"}}