{"citations":{"source_mix":{"company_owned":18,"independent":18,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":29,"partial":7},"total_sources":36,"unique_domain_count":17},"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","grok","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"storm and security doors","subject":"Andersen Storm Doors","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Andersen Storm Doors","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Andersen Storm Doors","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Andersen Storm Doors","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.75,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Andersen Storm Doors","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/storm-and-security-doors/andersen-storm-doors.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/storm-and-security-doors/andersen-storm-doors","report_type":"fit_review","study_id":"HICI-STUDY-62BEA4D3FD9F","title":"Andersen Storm 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.","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 23:13:50.693098+00","research_date":"2026-10-02","source_snapshot_sha256":"a88de2ebf7758976b00898339ebeaa52d125e34954ecef8dc1ee0ce0b11ffb8a","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":"Andersen Storm Doors is a good fit for a homeowner who wants a conventional aluminum storm door that adds weather protection, seasonal ventilation, daylight, and basic secondary security over an existing entry. Four of the seven included platforms named Andersen Storm Doors during the ranking stage, at an average listed rank of 2.75 and a best rank of 2. The strongest reason to consider it is the 10 Series Full View Interchangeable Storm Door, which combines interchangeable glass and screen panels, a keyed deadbolt, and a reinforced aluminum frame. The main limitation is that no cited source…","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"}}