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The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 22:17:18.523671+00","research_date":"2026-10-02","source_snapshot_sha256":"6666410f094e98bc11659344a053df345a4408787d4d0f95e32f82a82ccab6f2","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":"A1 Garage Door Service is the consensus leader for garage door replacement in this 7-platform study, named by 6 of 7 platforms (85.7% share) at an average listed position of 2.83. Clopay is the strongest product-first alternative for homeowners who prioritize published insulation ratings, and Amarr is the strongest fit when maximum insulated-steel R-value and carriage-house styling matter. Wayne Dalton, Precision Garage Door Service, Besser Garage Doors, and Garaga round out the qualifying field of 7 entities drawn from 21 unique names. The principal limitation: this index measures how often…","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"}}