{"citations":{"source_mix":{"company_owned":30,"independent":14,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":13},"total_sources":44,"unique_domain_count":18},"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","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"impact rated windows","subject":"Renewal by Andersen","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Renewal by Andersen","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Renewal by Andersen","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Renewal by Andersen","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Renewal by Andersen","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Renewal by Andersen","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/impact-rated-windows/renewal-by-andersen.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/impact-rated-windows/renewal-by-andersen","report_type":"fit_review","study_id":"HICI-STUDY-09DD4AB995AE","title":"Renewal by Andersen 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.","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 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 12:54:24.389149+00","research_date":"2026-10-02","source_snapshot_sha256":"373a987b97dcf00bc156a9d41e254c3bcfbe7ac8394b4075d9326141eaa164bf","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":"Renewal by Andersen is a good fit for a coastal homeowner who wants a premium, custom-measured, professionally installed impact-window project and can obtain project-specific Florida Product Approval or other local code documentation. Six of seven platforms named it during the ranking stage. The strongest reason to consider it is the Acclaim Coastal Impact line, which the company states is Florida Product Approval-certified for High Velocity Hurricane Zones and uses Fibrex composite frames (, , google:rbacoastalimpact). The main limitation is that pricing is quote-only and commonly reported…","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"}}