{"buyer_scenarios":[{"fit":"best_suited","scenario":"Buyers replacing many or all windows at once who want a single vendor. Perplexity described this as the core fit: one company for sales, measurement, installation, and warranty follow-up ."},{"fit":"best_suited","scenario":"Homeowners centered on vinyl replacement windows. Openai listed whole-home projects centered on vinyl rather than wood, fiberglass, or highly customized architectural systems as the best fit ."},{"fit":"best_suited","scenario":"Buyers who prioritize fast, coordinated installation. Anthropic documented same-day and two-day whole-home completions (-20)."},{"fit":"best_suited","scenario":"Buyers who want a labor warranty tied to installation workmanship. Google described the labor warranty as covering installation defects for as long as the homeowner occupies the property ."},{"fit":"not_best_suited","scenario":"Buyers seeking the lowest or most transparent installed price. Openai and deepseek both listed this as a disqualifier . Anthropic noted customer reviews describing the company as pricey (-12)."},{"fit":"not_best_suited","scenario":"Homes requiring wood, fiberglass, composite, historic-replication, or unusually specialized window systems. Openai, anthropic, and kimi all flagged the vinyl-only catalog as a hard limit (, -2, kimi:powerhrgsite)."},{"fit":"not_best_suited","scenario":"Buyers unwilling to manage sales-process pressure. Google cited \"today-only\" pricing tactics and multi-hour in-home presentations ."},{"fit":"not_best_suited","scenario":"Buyers prioritizing unambiguous, fully honored lifetime warranties on product defects. Anthropic listed this explicitly, citing warranty disputes (-3)."}],"citations":{"source_mix":{"company_owned":9,"independent":22,"unclear":13},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":8},"total_sources":44,"unique_domain_count":20},"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":["deepseek","google","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"whole home window replacement","subject":"Power Home Remodeling","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Power Home Remodeling","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Power Home Remodeling","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Power Home Remodeling","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Power Home Remodeling","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Power Home Remodeling","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/whole-home-window-replacement/power-home-remodeling.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/whole-home-window-replacement/power-home-remodeling","report_type":"fit_review","study_id":"HICI-STUDY-165891191DFD","title":"Power Home Remodeling 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 08:17:57.866599+00","research_date":"2026-10-02","source_snapshot_sha256":"54d2a3fc6e7019077f7bb986b736e08960bfa88237dcb81ba33ed1d2da5587d4","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":"Power Home Remodeling is a mixed fit for whole home window replacement. Four of the seven platforms in this study named it during the ranking stage, and their fit ratings split three \"good\" (anthropic, google, perplexity) against three \"mixed\" (openai, deepseek, grok) and one \"uncertain\" (kimi). The strongest reason to consider it is a single-provider, installation-focused package: custom vinyl windows, in-house crews, and a limited lifetime labor warranty. The main limitation is verification: no platform found published per-window or whole-home pricing, manufacturer identity and NFRC…","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"}}