{"citations":{"source_mix":{"company_owned":34,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":44,"partial":9},"total_sources":53,"unique_domain_count":27},"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","openai"],"predicate":"final_consensus_rank","qualifier":"garage door replacement","subject":"Precision Garage Door Service","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Precision Garage Door Service","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Precision Garage Door Service","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Precision Garage Door Service","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":"Precision Garage Door Service","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Precision Garage Door Service","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/garage-door-replacement/precision-garage-door-service.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/garage-door-replacement/precision-garage-door-service","report_type":"fit_review","study_id":"HICI-STUDY-DD99A091E6F0","title":"Precision Garage Door Service 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 22:17:52.010038+00","research_date":"2026-10-02","source_snapshot_sha256":"3c8b27ccbcc4caa8ac0c56362af29787caeed146c85c4cff0b05441954f2c626","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":"Precision Garage Door Service is a good but quote-dependent fit for garage door replacement. Three of seven platforms named it during the ranking stage (openai, google, deepseek), with an average listed rank of 5.0 and a best rank of 4. Its strongest advantage is full-service scope: measured installation, old-door removal and disposal, spring and track work, and opener evaluation in one visit. The main limitation is transparency — no national replacement pricing, no published R-values or U-factors, and warranty terms that vary by independently owned franchise. Buyers should compare a written…","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"}}