{"buyer_scenarios":[{"fit":"best_suited","scenario":"Consumers aged roughly 45–85 with moderate, controlled chronic conditions such as diabetes, COPD, or hypertension seeking permanent graded-benefit coverage (-1, -7)."},{"fit":"best_suited","scenario":"Applicants who fail to qualify for level-benefit plans but can answer health questions without major undisclosed conditions."},{"fit":"best_suited","scenario":"Buyers who prioritize carrier financial stability and predictable fixed premiums over the lowest available price (-8, -1)."},{"fit":"best_suited","scenario":"Applicants who value a simplified yes/no application with no medical exam (-1, -4)."},{"fit":"not_best_suited","scenario":"Applicants with severe, recent, or undisclosed health conditions who need guaranteed acceptance rather than health-question underwriting. Aetna's graded tier is not guaranteed issue; severe conditions may still cause a…"},{"fit":"not_best_suited","scenario":"Buyers who need a face amount above the graded maximum. One platform reported that Aetna's maximum of $35,000 is insufficient for buyers needing $50,000 or more (-1)."},{"fit":"not_best_suited","scenario":"Budget-conscious buyers. Independent sources indicate Aetna graded-benefit premiums are competitive but not the lowest available (-4, )."},{"fit":"not_best_suited","scenario":"Buyers who will not work through a licensed agent. One platform's cited directory states that Aetna does not sell final-expense policies directly to consumers and purchase requires a licensed insurance agent (-9)."}],"citations":{"source_mix":{"company_owned":11,"independent":18,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":12,"partial":8},"total_sources":30,"unique_domain_count":21},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","grok","kimi","openai"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Graded-Benefit Final Expense Insurance","unit":"platforms","value":5},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek"],"predicate":"final_consensus_rank","qualifier":"Graded-Benefit Final Expense Insurance","subject":"Aetna Final Expense Insurance (Graded Benefit)","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"Aetna Final Expense Insurance (Graded Benefit)","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Aetna Final Expense Insurance (Graded Benefit)","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Aetna Final Expense Insurance (Graded Benefit)","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Aetna Final Expense Insurance (Graded Benefit)","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Aetna Final Expense Insurance (Graded Benefit)","platform_mentions":2,"platform_share":0.4}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/final-expense-insurance/graded-benefit-final-expense-insurance/aetna-final-expense-insurance-graded-benefit.json","page_url":"https://lifeinsuranceconsensusindex.com/final-expense-insurance/graded-benefit-final-expense-insurance/aetna-final-expense-insurance-graded-benefit","report_type":"fit_review","study_id":"LICI-STUDY-8501022963E1","title":"Aetna Final Expense Insurance (Graded Benefit) for Graded-Benefit Final Expense Insurance: 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.","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":5,"maximum_finalists":10,"minimum_mentions":2,"name":"Life Insurance Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","grok","kimi","openai"],"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 02:11:38.110555+00","research_date":"2026-09-22","source_snapshot_sha256":"a479469503d69712fbea2d14236daaa7d2bdb448f3a6907ff386f1cc99b25033","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":20,"qualified_finalists":9,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Aetna Final Expense Insurance (Graded Benefit) is a mixed fit for Graded-Benefit Final Expense Insurance. Two of the five included platforms named it during the ranking stage — a 40% share — and the five platforms split on fit: two rated it \"good,\" two \"mixed,\" and one \"weak.\" The strongest reason to consider it is a simplified-issue whole-life structure with a reported graded schedule (40% year one, 75% year two, full benefit year three for non-accidental death) and a large, A-rated carrier brand. The main limitation is that the exact current graded product, issuing insurer, state…","target_buyer":"A consumer has health conditions that may prevent them from qualifying for level-benefit final expense insurance but may still qualify for a graded-benefit policy.","topic":{"base_category":"Final Expense Insurance","category_criteria":["They want a reputable carrier with reasonable underwriting","clearly explained early-year benefit limitations","predictable premiums","and permanent coverage once the graded period has passed."],"geography":"United States","slug":"best-graded-benefit-final-expense-insurance","title":"Best Graded-Benefit Final Expense Insurance","use_case":"Graded-Benefit Final Expense Insurance"}}