{"citations":{"source_mix":{"company_owned":31,"independent":14,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":41,"partial":4},"total_sources":45,"unique_domain_count":22},"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 Storm Door and Security Door Installers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"storm and security doors","subject":"Window World of Detroit","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Window World of Detroit","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Window World of Detroit","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Window World of Detroit","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Window World of Detroit","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":6,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Window World of Detroit","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/storm-and-security-doors/window-world-of-detroit.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/storm-and-security-doors/window-world-of-detroit","report_type":"fit_review","study_id":"HICI-STUDY-80F563AEFC65","title":"Window World of Detroit Review for storm and security doors"},"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 23:29:00.914732+00","research_date":"2026-10-02","source_snapshot_sha256":"ac055fc2f86d059a10ecbb0bddd619abfad971320c67bbb44e956b835e719c2a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":9,"ranking_unit":"Window and door manufacturer, dealer, or installation company"},"schema_version":4,"summary":"Window World of Detroit is a good fit for Southeast Michigan homeowners who want one local provider to measure, supply, and install a retractable-screen or security storm door over an existing entry. Two of seven platforms named it during the ranking stage, at an average listed rank of 6.5 and a best rank of 6. Its strongest advantage is a broad, custom-sized product line: retractable-screen doors that switch between glass and ventilation, plus security storm doors marketed in more than 20 styles, installed by trained crews (, -15). The main limitation is documentation: no published…","target_buyer":"A homeowner adding a secondary door for weather protection, ventilation or security over an existing entry.","topic":{"base_category":"Window and Door Replacement","category_criteria":["frame fit on existing openings","glass and screen interchange","locking hardware","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-storm-door-and-security-door-installers","title":"Best Storm Door and Security Door Installers","use_case":"storm and security doors"}}