{"buyer_scenarios":[{"fit":"best_suited","scenario":"Mild COPD (GOLD Stage 1, FEV1 80%+) that is stable in a former smoker (grok)."},{"fit":"best_suited","scenario":"Moderate COPD (GOLD Stage 2, FEV1 50-79%) that is stable and seeking fully underwritten coverage (grok)."},{"fit":"best_suited","scenario":"Nonsmokers who quit and achieved disease stability over 6-12 months (anthropic)."},{"fit":"best_suited","scenario":"Buyers who want level-premium term coverage with a potential conversion option (openai, perplexity)."},{"fit":"not_best_suited","scenario":"Applicants using continuous supplemental oxygen or with severe respiratory impairment (openai, anthropic, grok, google). Protective's underwriting guide flags COPD with oxygen therapy as a medical concern , and google…"},{"fit":"not_best_suited","scenario":"Current smokers with COPD. Anthropic reported current smokers with COPD face automatic or near-certain decline, and google reported active smokers with COPD are locked out of coverage."},{"fit":"not_best_suited","scenario":"Applicants with recent COPD exacerbations, hospitalizations, worsening pulmonary-function results, or substantial activity limitations (openai, anthropic). Anthropic cited guidance recommending a 12-month wait after…"},{"fit":"not_best_suited","scenario":"Consumers who need guaranteed approval or coverage without health underwriting (openai, anthropic, perplexity, kimi)."}],"citations":{"source_mix":{"company_owned":30,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":44,"partial":7},"total_sources":52,"unique_domain_count":23},"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","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for COPD","subject":"Protective Life","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","google","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Protective Life","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Protective Life","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Protective Life","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Protective Life","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Protective Life","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-for-copd/protective-life.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-copd/protective-life","report_type":"fit_review","study_id":"LICI-STUDY-3F572E24DFF9","title":"Protective 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.","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 08:40:33.342324+00","research_date":"2026-09-22","source_snapshot_sha256":"1782c32bf09b189e3205af1a15a7c5287350a11202fa3988568c4b62f02161bf","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Protective Life is a mixed fit for Life Insurance for COPD. Four of seven platforms named it during ranking discovery, and it finished fifth overall with an average listed rank of 3.5. The strongest reason to consider it is that Protective offers fully underwritten term and permanent coverage with an explicit COPD underwriting framework that reviews symptoms, smoking status, hospitalizations, pulmonary-function testing, and treatment type . The main limitation is that Protective's own underwriting guide flags COPD or emphysema combined with continued smoking or oxygen therapy as uninsurable,…","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"}}