{"citations":{"source_mix":{"company_owned":16,"independent":35,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":43,"partial":8},"total_sources":51,"unique_domain_count":26},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Budget Window Replacement Companies","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"budget window replacement","subject":"Champion Windows","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Champion Windows","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"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","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Champion Windows","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.25,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Champion Windows","platform_mentions":4,"platform_share":0.6666666666666666}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/budget-window-replacement/champion-windows.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/budget-window-replacement/champion-windows","report_type":"fit_review","study_id":"HICI-STUDY-DAB5973BC730","title":"Champion Windows Review for budget 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.","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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"Home Improvement Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","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 10:50:12.246552+00","research_date":"2026-10-02","source_snapshot_sha256":"b7837fce42146ad765eee3d86e74bd00a68d7ba0e0570acbbb2b16bd6ca42e32","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":"Champion Windows is a mixed fit for budget window replacement. Four of the six platforms that evaluated fit named Champion during ranking discovery, and all six ultimately rated it: one \"good,\" five \"mixed.\" The strongest reason to consider it is a vertically integrated vinyl package — Champion designs, builds, and installs its own Comfort 365 windows and backs them with a Limited Lifetime Warranty (-10, -8). The main limitation is that it is not a lowest-cost provider: quote-only pricing, a four-window minimum for national promotions, and documented service complaints make it a poor match…","target_buyer":"A homeowner replacing failed or draughty windows at the lowest defensible cost, often a few units at a time.","topic":{"base_category":"Window and Door Replacement","category_criteria":["entry-level product lines","per-unit pricing","phased replacement options","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-budget-window-replacement-companies","title":"Best Budget Window Replacement Companies","use_case":"budget window replacement"}}