{"citations":{"source_mix":{"company_owned":46,"independent":36,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":68,"partial":12},"total_sources":82,"unique_domain_count":33},"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 Garage Door Replacement and Installation Companies","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":"garage door replacement","subject":"Clopay","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":"Clopay","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Clopay","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Clopay","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Clopay","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/garage-door-replacement/clopay.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/garage-door-replacement/clopay","report_type":"fit_review","study_id":"HICI-STUDY-9978B1278F90","title":"Clopay Review for garage door 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.","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.","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 22:05:38.713499+00","research_date":"2026-10-02","source_snapshot_sha256":"6fa2ac13b7d81976589c5728ec3494acbb9bd130a1179b493ba81cfb34e2c087","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":7,"ranking_unit":"Window and door manufacturer, dealer, or installation company"},"schema_version":4,"summary":"Clopay is a strong fit for garage door replacement when the buyer wants an insulated steel or carriage-house door with published R-values, torsion-spring options, and dealer-backed installation coverage. Five of the seven platforms in this study named Clopay during the ranking stage, and all five listed it at rank 1. The strongest reason to consider it is the combination of Intellicore® insulation (advertised up to R-18.4 on Classic Steel Premium and Canyon Ridge 4-Layer) with a one-year installation warranty available through Elite, Master Authorized, and Advanced Authorized dealers. The…","target_buyer":"A homeowner replacing a failed or dated garage door, where spring systems, insulation value and opener compatibility matter.","topic":{"base_category":"Window and Door Replacement","category_criteria":["spring and track systems","insulation value","opener compatibility","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-garage-door-replacement-and-installation-companies","title":"Best Garage Door Replacement and Installation Companies","use_case":"garage door replacement"}}