{"citations":{"source_mix":{"company_owned":6,"independent":46,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":6},"total_sources":52,"unique_domain_count":24},"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","grok","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"impact rated windows","subject":"ECO Window Systems","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"ECO Window Systems","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"ECO Window Systems","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"ECO Window Systems","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"ECO Window Systems","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/impact-rated-windows/eco-window-systems.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/impact-rated-windows/eco-window-systems","report_type":"fit_review","study_id":"HICI-STUDY-41CF76A46C49","title":"ECO Window Systems 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.","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 13:07:58.134405+00","research_date":"2026-10-02","source_snapshot_sha256":"72d81a696d24d5e3012c1791648f531e470315e145f65597a1e9146ebfc13248","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":"ECO Window Systems is a good, but not unequivocally strong, fit for a coastal homeowner buying impact rated windows. Four of seven platforms named it during ranking discovery, with an average listed rank of 4.5 and a best rank of 1. The strongest reason to consider it is documented Florida Product Approval and Miami-Dade/HVHZ evidence across multiple impact series, plus PVB-laminated glazing. The main limitation is that installed pricing, lead times, warranty labor coverage, vinyl availability, and independent review strength are not verifiable from the supplied evidence, and installation…","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"}}