{"citations":{"source_mix":{"company_owned":18,"independent":28,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":5},"total_sources":49,"unique_domain_count":26},"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","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for COPD","subject":"Lincoln Financial","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Lincoln Financial","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"Lincoln Financial","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Lincoln Financial","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Lincoln Financial","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Lincoln Financial","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/lincoln-financial.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-copd/lincoln-financial","report_type":"fit_review","study_id":"LICI-STUDY-0BB3AC432CA4","title":"Lincoln Financial 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.","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 08:47:45.450331+00","research_date":"2026-09-22","source_snapshot_sha256":"504c93c6af32fd3802ba55b2cfe91775529dc01711beb0ff055e6979b867607e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Lincoln Financial is a mixed fit for Life Insurance for COPD. Four of seven platforms named it during the ranking stage (57% share), with an average listed rank of 8.0 and a best rank of 5. The strongest reason to consider it: Lincoln publicly acknowledges COPD/emphysema in its underwriting materials and offers fully underwritten term and permanent products that may suit stable, mild-to-moderate COPD . The main limitation: Lincoln publishes no COPD-specific rate class, acceptance thresholds, or pricing, and its MoneyGuard hybrid lists COPD as uninsurable . Severe, unstable, or…","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"}}