{"buyer_scenarios":[{"fit":"best_suited","scenario":"A smoker who prioritizes permanent whole-life coverage and may qualify for day-one Level benefits ."},{"fit":"best_suited","scenario":"Applicants seeking coverage within the reported $15,000–$25,000 range and willing to complete simplified health underwriting ."},{"fit":"best_suited","scenario":"Applicants who want a large established insurance group and access through an independent agent ."},{"fit":"best_suited","scenario":"Smokers aged 40–89 in reasonable health who can qualify for Aetna's Level (Preferred) tier with no waiting period (-6)."},{"fit":"not_best_suited","scenario":"A smoker whose primary objective is the lowest available premium; independent comparisons identify other carriers that may be cheaper for some ages and profiles ."},{"fit":"not_best_suited","scenario":"An applicant with health conditions likely to produce a Modified/graded benefit when a competing carrier may offer day-one coverage ."},{"fit":"not_best_suited","scenario":"A buyer who requires a simple direct-to-consumer purchase process or a fully published, current consumer rate schedule ."},{"fit":"not_best_suited","scenario":"Smokers with multiple complex pre-existing health conditions who may be forced into Graded or Modified tiers with two-year waiting periods (-1)."}],"citations":{"source_mix":{"company_owned":11,"independent":34,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":13},"total_sources":47,"unique_domain_count":25},"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 Final Expense Insurance for Smokers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Final Expense Insurance for Smokers","subject":"Aetna","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Aetna","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","anthropic","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Aetna","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Aetna","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Aetna","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/final-expense-insurance/final-expense-insurance-for-smokers/aetna.json","page_url":"https://lifeinsuranceconsensusindex.com/final-expense-insurance/final-expense-insurance-for-smokers/aetna","report_type":"fit_review","study_id":"LICI-STUDY-7ACF072EC2CA","title":"Aetna for Final Expense Insurance for 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.","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":"2026-09-23 06:31:57.480727+00","research_date":"2026-09-22","source_snapshot_sha256":"e82ab4f98a2cc0156ed60706fc8c63e01e56bfa5ed68cdf5ad87871439cb9cf7","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":8,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Aetna is a good, but not clearly best, fit for a senior smoker seeking roughly $15,000–$25,000 of permanent final expense coverage. Four of seven platforms named Aetna during ranking discovery, at an average listed rank of 4.0. The strongest reason to consider it is the combination of permanent whole-life coverage, tobacco-rated simplified-issue underwriting, and reported issue ages up to 89. The main limitation is that smoker pricing is mid-market rather than cheapest, and applicants who land in the Modified tier receive graded rather than day-one benefits. Current 2026 carrier-direct…","target_buyer":"A senior who currently uses cigarettes wants approximately $15,000 to $25,000 of permanent final expense life insurance.","topic":{"base_category":"Final Expense Insurance","category_criteria":["They want a reputable carrier with reasonable tobacco-user pricing","straightforward underwriting","permanent coverage","and clear policy guarantees while understanding that tobacco use can materially affect premiums and eligibility."],"geography":"United States","slug":"best-final-expense-insurance-for-smokers","title":"Best Final Expense Insurance for Smokers","use_case":"Final Expense Insurance for Smokers"}}