{"citations":{"source_mix":{"company_owned":36,"independent":17,"unclear":4},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":8},"total_sources":57,"unique_domain_count":31},"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","deepseek","google","grok","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"entry door replacement","subject":"Pella","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-02","platform_support":["anthropic","deepseek","google","grok","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Pella","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-02","platform_support":["openai","anthropic","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Pella","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-02","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Pella","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Pella","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://homeimprovementconsensusindex.com/datasets/window-and-door-replacement/entry-door-replacement/pella.json","page_url":"https://homeimprovementconsensusindex.com/window-and-door-replacement/entry-door-replacement/pella","report_type":"fit_review","study_id":"HICI-STUDY-9276BF16ADF5","title":"Pella 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.","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 15:25:00.365531+00","research_date":"2026-10-02","source_snapshot_sha256":"5b856e29ddcbc716b7105a873547f5924ddc03eed70cc49778efeb59d6ae1a11","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":"Pella is a good, but not unequivocally strong, fit for a homeowner replacing a main entry door and frame. Six of seven platforms named Pella during the ranking stage, and five of seven rated the fit \"good,\" with two calling it \"mixed.\" The strongest reason to consider Pella is its fiberglass or steel entry-door system with composite exterior frames, documented full-frame replacement installation, and a comparatively detailed written warranty. The main limitation is transparency: Pella publishes no standardized national installed price, no verified model-specific security rating for swinging…","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"}}