{"buyer_scenarios":[{"fit":"best_suited","scenario":"Applicants with congestive heart failure seeking an alternative to guaranteed issue with its return-of-premium-only structure (, kimi:theburialinsurancechf2026)."},{"fit":"best_suited","scenario":"Applicants with heart attack, stent, bypass, or other cardiac procedures within the past 1–2 years ."},{"fit":"best_suited","scenario":"Applicants declined by level-benefit or standard simplified-issue carriers (, kimi:theburialinsurancehd2026)."},{"fit":"best_suited","scenario":"Buyers seeking fixed, non-increasing premiums with no medical exam ."},{"fit":"not_best_suited","scenario":"Applicants needing $25,000 through Heritage, because the stated maximum is $20,000 for ages 40–85 ."},{"fit":"not_best_suited","scenario":"Applicants age 86–90 seeking $15,000–$25,000, because the stated maximum for that age band is $10,000 ."},{"fit":"not_best_suited","scenario":"Applicants needing the full natural-death benefit immediately, because years 1–2 pay reduced amounts ."},{"fit":"not_best_suited","scenario":"Applicants with an implanted defibrillator, recent daily oxygen use, dialysis, organ transplant within 24 months, terminal illness, or hospice care, which are listed as disqualifiers ."}],"citations":{"source_mix":{"company_owned":10,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":14},"total_sources":36,"unique_domain_count":19},"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 People With Heart Conditions","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["google","kimi"],"predicate":"final_consensus_rank","qualifier":"Final Expense Insurance for People With Heart Conditions","subject":"GTL (Guarantee Trust Life)","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["google","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"GTL (Guarantee Trust Life)","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","anthropic","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"GTL (Guarantee Trust Life)","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"GTL (Guarantee Trust Life)","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"GTL (Guarantee Trust Life)","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/final-expense-insurance/final-expense-insurance-for-people-with-heart-conditions/gtl-guarantee-trust-life.json","page_url":"https://lifeinsuranceconsensusindex.com/final-expense-insurance/final-expense-insurance-for-people-with-heart-conditions/gtl-guarantee-trust-life","report_type":"fit_review","study_id":"LICI-STUDY-F2F35C22F6B3","title":"GTL (Guarantee Trust Life) for Final Expense Insurance for People With Heart Conditions: 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":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 06:21:59.658776+00","research_date":"2026-09-22","source_snapshot_sha256":"dddbb20463f2963ad65b93575015b6d2fe004220be924955d11b0a75c951b52b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"GTL (Guarantee Trust Life) is a good but conditional fit for a senior with a heart-condition history seeking roughly $15,000–$20,000 of permanent final expense coverage. Two of seven platforms named GTL during the ranking stage (google, kimi), and five of seven platform fit assessments rated it \"good,\" while two rated it \"mixed.\" The strongest reason to consider it is the Heritage Plan's graded-benefit whole life structure with simplified underwriting that does not include cardiac knockout questions for heart attack, stent, bypass, or CHF. The main limitation is that natural-death benefits…","target_buyer":"A senior with a history of heart-related health issues wants approximately $15,000 to $25,000 of permanent final expense insurance.","topic":{"base_category":"Final Expense Insurance","category_criteria":["They want carriers that may offer reasonable simplified-issue","graded-benefit","or other final expense options depending on the specific diagnosis","treatment history","stability","medications","and time since major cardiac events."],"geography":"United States","slug":"best-final-expense-insurance-for-people-with-heart-conditions","title":"Best Final Expense Insurance for People With Heart Conditions","use_case":"Final Expense Insurance for People With Heart Conditions"}}