{"buyer_scenarios":[{"fit":"best_suited","scenario":"Whole-home projects requiring many custom sizes, styles, colors, grille patterns, or specialty shapes ."},{"fit":"best_suited","scenario":"Homeowners who prefer a single company to handle measurement, manufacturing, installation, service, and warranty coordination ."},{"fit":"best_suited","scenario":"Buyers willing to pay a premium for Fibrex composite frames, customized appearance, and a bundled installation process (anthropic:source-12, )."},{"fit":"best_suited","scenario":"Homeowners who value a defined, transferable warranty structure with 20-year glass and Fibrex coverage (, anthropic:source-26)."},{"fit":"not_best_suited","scenario":"Homeowners primarily seeking the lowest installed price or highly transparent online pricing (, anthropic:source-5)."},{"fit":"not_best_suited","scenario":"Buyers who want to compare multiple frame materials and manufacturers through one installer (, anthropic:source-14)."},{"fit":"not_best_suited","scenario":"Homeowners seeking negotiable pricing or volume discounts across a large window count (anthropic:source-45, kimi:andersenwindowsreplacementwindows)."},{"fit":"not_best_suited","scenario":"Buyers who want to mix window product quality or materials within a single project, since Renewal by Andersen offers only the Acclaim line (anthropic:source-41, anthropic:source-14)."}],"citations":{"source_mix":{"company_owned":35,"independent":46,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":66,"partial":15},"total_sources":81,"unique_domain_count":41},"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 Replacement Window Companies for Whole-Home Projects","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":"whole home window replacement","subject":"Renewal by Andersen","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":"Renewal by Andersen","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Renewal by Andersen","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Renewal by Andersen","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.5714285714285714,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Renewal by Andersen","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/whole-home-window-replacement/renewal-by-andersen.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/whole-home-window-replacement/renewal-by-andersen","report_type":"fit_review","study_id":"HICI-STUDY-6CF0EDE04E66","title":"Renewal by Andersen Review for Whole-Home Projects"},"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 08:01:07.199524+00","research_date":"2026-10-02","source_snapshot_sha256":"1255f489e80ec6995d95b850180de60cbc8d1406b41993e2f2475add223f8e6e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":10,"ranking_unit":"Window and door manufacturer, dealer, or installation company"},"schema_version":4,"summary":"Renewal by Andersen is a good, but often expensive, fit for whole-home window replacement. All seven platforms that named it in the ranking stage placed it on their lists, and it finished first overall with an average listed rank of 1.57. Its strongest case is single-company accountability: custom Acclaim® windows with Fibrex® composite frames, coordinated measurement and installation, and a published warranty of 20 years on glass and Fibrex, 10 years on components, and 2 years on installation labor . The main limitation is price: no published whole-home pricing, consultation-based quotes,…","target_buyer":"A homeowner replacing every window in the house at once and weighing manufacturer, installer and total project price together.","topic":{"base_category":"Window and Door Replacement","category_criteria":["whole-home project capability","volume pricing","installation crew consistency","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-replacement-window-companies-for-whole-home-projects","title":"Best Replacement Window Companies for Whole-Home Projects","use_case":"whole home window replacement"}}