{"buyer_scenarios":[{"fit":"best_suited","scenario":"Applicants with mild COPD, described by google as FEV1 of 60% or higher, who do not smoke and do not require oxygen (google)."},{"fit":"best_suited","scenario":"Former smokers with COPD who quit and have stable disease (anthropic)."},{"fit":"best_suited","scenario":"Applicants with regular physician follow-up and stable pulmonary function (anthropic)."},{"fit":"best_suited","scenario":"Buyers seeking level-premium term coverage with conversion potential and term lengths from 10 to 40 years (openai)."}],"citations":{"source_mix":{"company_owned":27,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":9},"total_sources":42,"unique_domain_count":15},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Life Insurance for COPD","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","google","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for COPD","subject":"Banner Life","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","google","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Banner Life","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Banner Life","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Banner Life","unit":"platforms","value":4}],"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":3,"name":"Banner Life","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-for-copd/banner-life.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-copd/banner-life","report_type":"fit_review","study_id":"LICI-STUDY-44AA64683952","title":"Banner Life for Life Insurance for COPD: AI Consensus Fit Review"},"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":"Life Insurance 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":"2026-09-22 08:33:06.57939+00","research_date":"2026-09-22","source_snapshot_sha256":"d41d4c7b11bf1b1223e1c65ab2b935a302b91ce807a1b325ff20611fc0047934","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Banner Life is a mixed fit for a U.S. buyer with COPD. Five of seven platforms named Banner Life during the ranking stage, and it finished third overall with an average listed rank of 4.0. Its strongest argument is that Banner's OPTerm underwriting guide treats COPD as a ratable condition rather than an automatic decline, and substandard policies may be issued through table 12 subject to underwriting discretion . The main limitation is that COPD is excluded from Banner's accelerated-underwriting eligibility, so buyers should expect full medical underwriting, an Attending Physician Statement,…","target_buyer":"A consumer diagnosed with chronic obstructive pulmonary disease wants life insurance.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["They understand that underwriting may consider severity","pulmonary-function testing","symptoms","medications","oxygen use","smoking history","hospitalizations","and overall stability."],"geography":"United States","slug":"best-life-insurance-for-copd","title":"Best Life Insurance for COPD","use_case":"Life Insurance for COPD"}}