{"citations":{"source_mix":{"company_owned":14,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":6},"total_sources":22,"unique_domain_count":12},"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":"Precision Windows NJ","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Precision Windows NJ","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Precision Windows NJ","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Precision Windows NJ","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Precision Windows NJ","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Precision Windows NJ","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/storm-and-security-doors/precision-windows-nj.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/storm-and-security-doors/precision-windows-nj","report_type":"fit_review","study_id":"HICI-STUDY-00D66FF8C1B3","title":"Precision Windows NJ 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 23:22:49.045505+00","research_date":"2026-10-02","source_snapshot_sha256":"0abf0d3ac72adc33f8eac034719414afdc635dcdf99a38c01536ba378d87d861","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":"Precision Windows NJ is a good fit for a New Jersey homeowner who wants a professionally measured and installed storm or security door from a multi-brand portfolio. Two of the seven platforms that evaluated fit named the company during ranking discovery, and both placed it at rank 4. The strongest reason to consider it is the combination of five advertised brands (Andersen, Larson, ProVia, Pella, Emco), four door categories including security models, and a documented measurement and installation process . The main limitation is disclosure: exact models, security ratings, energy data, lead…","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"}}