{"citations":{"source_mix":{"company_owned":28,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":4},"total_sources":43,"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","perplexity"],"predicate":"final_consensus_rank","qualifier":"storm and security doors","subject":"STL Windows and Doors","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"STL Windows and Doors","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"STL Windows and Doors","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"STL Windows and Doors","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"STL Windows and Doors","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"STL Windows and Doors","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.333333333333333,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"STL Windows and Doors","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/storm-and-security-doors/stl-windows-and-doors.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/storm-and-security-doors/stl-windows-and-doors","report_type":"fit_review","study_id":"HICI-STUDY-D7F113CFE596","title":"STL Windows and Doors 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.","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":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 23:10:08.997572+00","research_date":"2026-10-02","source_snapshot_sha256":"ffc320a2e2e3c743f6fbba8299a867142663b8316f2997601c40850e158b95e8","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":"STL Windows and Doors is a good fit for a St. Louis-area homeowner who wants a custom-measured ProVia storm door professionally installed over an existing entry, but it is not a verified high-security door specialist. Three of seven platforms named the company during ranking discovery — deepseek, kimi, and perplexity — giving it a 42.9% share of included platform responses, an average listed rank of 4.33, and a best listed rank of 2. The strongest reason to consider it is dealer-installed ProVia storm-door customization with a stated 10-year workmanship warranty. The main limitation is that…","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"}}