{"citations":{"source_mix":{"company_owned":23,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":4},"total_sources":30,"unique_domain_count":10},"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 Front Entry Door Replacement Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"entry door replacement","subject":"Long Island Door Co.","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Long Island Door Co.","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Long Island Door Co.","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Long Island Door Co.","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-02","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Long Island Door Co.","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Long Island Door Co.","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Long Island Door Co.","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/entry-door-replacement/long-island-door-co.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/entry-door-replacement/long-island-door-co","report_type":"fit_review","study_id":"HICI-STUDY-CE73A6683794","title":"Long Island Door Co Review for entry 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 15:32:06.365895+00","research_date":"2026-10-02","source_snapshot_sha256":"4ba37957add6eb0a0a2b556416662b61bea5450680e20cd833e6f4802262b345","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":8,"ranking_unit":"Window and door manufacturer, dealer, or installation company"},"schema_version":4,"summary":"Long Island Door Co. is a good fit for entry door replacement if you own a home in Nassau or Suffolk County, New York, and want a supplied-and-installed Therma-Tru fiberglass or steel front door. Two of the seven platforms in this study named the company during the ranking stage — a 28.6% share of included platform responses — with an average listed rank of 4.0 and a best listed rank of 2. The strongest reason to consider it is a published installed-price range for Therma-Tru fiberglass doors plus a stated 10-year workmanship warranty and claimed factory-certified installation. The main…","target_buyer":"A homeowner replacing the main entrance door and frame, balancing security, insulation and kerb appeal.","topic":{"base_category":"Window and Door Replacement","category_criteria":["door material and security rating","frame and threshold replacement","finish durability","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-front-entry-door-replacement-companies","title":"Best Front Entry Door Replacement Companies","use_case":"entry door replacement"}}