{"citations":{"source_mix":{"company_owned":19,"independent":20,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":12},"total_sources":40,"unique_domain_count":16},"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 Window Replacement Companies Offering Project Financing","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"financed window replacement","subject":"Champion Windows","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Champion Windows","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Champion Windows","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Champion Windows","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.2,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Champion Windows","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/financed-window-replacement/champion-windows.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/financed-window-replacement/champion-windows","report_type":"fit_review","study_id":"HICI-STUDY-A08D4E7D84BB","title":"Champion Windows Review for financed window replacement"},"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 18:46:29.504992+00","research_date":"2026-10-02","source_snapshot_sha256":"cb5d7271d4dc797ef5969c291d7fbbd86fbb146d0bd0953ed7c26719058d2162","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":8,"ranking_unit":"Window and door manufacturer, dealer, or installation company"},"schema_version":4,"summary":"Champion Windows is a mixed fit for financed window replacement. Five of the seven platforms in this study named Champion during ranking discovery, and all seven evaluated it for fit; six rated it mixed and one rated it good. The strongest reason to consider it is a genuinely integrated offer: Champion designs, manufactures, installs, and warrants its own Comfort 365 vinyl windows while arranging promotional financing, including an advertised \"Pay Nothing for a Year\" plan . The main limitation is that the headline promotion is deferred-interest financing at a stated 29.49% APR, waived only…","target_buyer":"A homeowner spreading a whole-home window project over time through the dealer's financing partner.","topic":{"base_category":"Window and Door Replacement","category_criteria":["financing partner terms","promotional rate availability","approval process","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-window-replacement-companies-offering-project-financing","title":"Best Window Replacement Companies Offering Project Financing","use_case":"financed window replacement"}}