{"citations":{"source_mix":{"company_owned":11,"independent":19,"unclear":4},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":8},"total_sources":34,"unique_domain_count":21},"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 Cigarette Smokers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for Cigarette Smokers","subject":"Lincoln Financial","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","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":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Lincoln Financial","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Lincoln Financial","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Lincoln Financial","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":10,"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-cigarette-smokers/lincoln-financial.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-cigarette-smokers/lincoln-financial","report_type":"fit_review","study_id":"LICI-STUDY-B6856F5FB857","title":"Lincoln Financial for Life Insurance for Cigarette Smokers: 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.","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 10:12:17.038348+00","research_date":"2026-09-22","source_snapshot_sha256":"68b6c66d1e6d4cde8271784e07fa9be4a63b0868dd501826e610af0ce7c71b6b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":15,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Lincoln Financial is a good fit for a cigarette smoker who wants fully underwritten term coverage and can qualify for a tobacco rate class, but it is not a clear price leader. Four of the seven platforms in this study named Lincoln Financial during the ranking stage, and its average listed rank was 6.5. The strongest reason to consider it is its explicit tobacco underwriting structure, including a Preferred Tobacco class and LifeElements term for larger or more complex cases. The main limitation is that no smoker-specific premium is published, so value depends entirely on an individualized…","target_buyer":"A consumer currently smokes cigarettes and wants life insurance.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["They understand that tobacco use can materially increase premiums and that insurers may classify smoking differently based on frequency","duration","age","other health factors","and the carrier's underwriting guidelines."],"geography":"United States","slug":"best-life-insurance-for-cigarette-smokers","title":"Best Life Insurance for Cigarette Smokers","use_case":"Life Insurance for Cigarette Smokers"}}