{"buyer_scenarios":[{"fit":"best_suited","scenario":"Applicants who prefer simplified underwriting and want to avoid a medical exam ."},{"fit":"best_suited","scenario":"Applicants who value guaranteed level premiums, a guaranteed death benefit, and non-cancelable coverage while premiums are paid ."},{"fit":"best_suited","scenario":"Applicants with diabetes that is well controlled and no disclosed complications, subject to the actual application questions and underwriting decision ."},{"fit":"best_suited","scenario":"Applicants who want a small permanent whole life policy with an accelerated living benefit rider for terminal illness or nursing-home confinement ."},{"fit":"not_best_suited","scenario":"Applicants needing guaranteed acceptance without health underwriting ."},{"fit":"not_best_suited","scenario":"Applicants who need publicly available premiums, diabetes underwriting tables, or confirmed availability in a particular state ."},{"fit":"not_best_suited","scenario":"Applicants who need independently documented, diabetes-specific underwriting guidelines before choosing a carrier ."},{"fit":"not_best_suited","scenario":"Applicants who want published rate tables or a quoting tool to compare costs without an agent ."}],"citations":{"source_mix":{"company_owned":4,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":7,"partial":4},"total_sources":11,"unique_domain_count":6},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Final Expense Insurance for People With Diabetes","unit":"platforms","value":5},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"Final Expense Insurance for People With Diabetes","subject":"Family Benefit Life","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"Family Benefit Life","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Family Benefit Life","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Family Benefit Life","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":"Family Benefit Life","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7.5,"best_rank":7,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Family Benefit Life","platform_mentions":2,"platform_share":0.4}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/final-expense-insurance/final-expense-insurance-for-people-with-diabetes/family-benefit-life.json","page_url":"https://lifeinsuranceconsensusindex.com/final-expense-insurance/final-expense-insurance-for-people-with-diabetes/family-benefit-life","report_type":"fit_review","study_id":"LICI-STUDY-DC272E9B20B0","title":"Family Benefit Life for Final Expense Insurance for People With Diabetes: 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":5,"maximum_finalists":10,"minimum_mentions":2,"name":"Life Insurance Consensus Index cross-platform AI consensus analysis","platforms_included":["deepseek","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 02:47:24.652704+00","research_date":"2026-09-22","source_snapshot_sha256":"d78d15060c65eb7ca4a919645da2a3d721f3dff1f6a4cefbcb776dc313470ffe","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":14,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Family Benefit Life is a mixed fit for a senior with diabetes seeking $15,000–$25,000 of permanent final expense coverage. Two of five included platforms named it during the ranking stage (deepseek and kimi), and its average listed rank was 7.5. The strongest reason to consider it is the Golden Eagle Final Expense plan: simplified-issue whole life, no medical exam, and a publicly stated level-benefit range up to $25,000 . The main limitation is that Family Benefit Life publishes no diabetes-specific underwriting rules, no premiums, and no state availability list, and a \"yes\" answer to an…","target_buyer":"A senior with diabetes wants approximately $15,000 to $25,000 of permanent final expense life insurance.","topic":{"base_category":"Final Expense Insurance","category_criteria":["They want a carrier whose underwriting may be reasonably favorable for applicants with well-managed or otherwise insurable diabetes","while understanding that eligibility and rates depend on diabetes type","control","complications","medications","age","and other health factors."],"geography":"United States","slug":"best-final-expense-insurance-for-people-with-diabetes","title":"Best Final Expense Insurance for People With Diabetes","use_case":"Final Expense Insurance for People With Diabetes"}}