{"buyer_scenarios":[{"fit":"best_suited","scenario":"Buyers who cannot qualify for medically underwritten or simplified-issue coverage. OpenAI, Anthropic, Grok, Perplexity, and Kimi all identified this as the core use case (, -3, grok:, , kimi:statefarm-gi)."},{"fit":"best_suited","scenario":"Buyers prioritizing guaranteed acceptance, lifetime coverage, fixed premiums, and a recognizable insurer over price efficiency (, -3, )."},{"fit":"best_suited","scenario":"Buyers who accept the first-two-year limitation and can maintain premiums ."},{"fit":"best_suited","scenario":"Existing AARP members who value the brand association and member benefits (-3, )."},{"fit":"not_best_suited","scenario":"A nonsmoking 65-year-old in average-to-good health seeking the lowest reasonable cost. OpenAI, Anthropic, DeepSeek, Grok, Perplexity, and Kimi all identified this buyer as a poor structural match (, -3, , grok:, ,…"},{"fit":"not_best_suited","scenario":"A buyer requiring the full $20,000 to be payable for natural death immediately after issue. The two-year limited-benefit period is a direct conflict with that requirement (, -1, )."},{"fit":"not_best_suited","scenario":"A buyer unwilling to join AARP or unable to obtain the product in the applicable state (, -1, )."},{"fit":"not_best_suited","scenario":"A buyer who wants to compare multiple carriers and rate classes before committing. AARP offers only one carrier's pricing, unlike independent brokers who shop multiple carriers (-3)."}],"citations":{"source_mix":{"company_owned":11,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":5},"total_sources":30,"unique_domain_count":20},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-21","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best $20,000 Final Expense Insurance","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-21","platform_support":["anthropic","deepseek"],"predicate":"final_consensus_rank","qualifier":"$20,000 Final Expense Insurance","subject":"AARP/New York Life","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-21","platform_support":["anthropic","deepseek"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AARP/New York Life","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"AARP/New York Life","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/final-expense-insurance/2-dollar-0-000-final-expense-insurance/aarp-new-york-life.json","page_url":"https://lifeinsuranceconsensusindex.com/final-expense-insurance/2-dollar-0-000-final-expense-insurance/aarp-new-york-life","report_type":"fit_review","study_id":"LICI-STUDY-D2AAAAF28A30","title":"AARP/New York Life for $20,000 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.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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_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 00:11:12.04643+00","research_date":"2026-09-21","source_snapshot_sha256":"2551a679428c9a045d2c21dfdf02eacef015afc3bec03789cde9fbf01abd1cb4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"AARP/New York Life is a mixed fit for a nonsmoking 65-year-old with average-to-good health seeking $20,000 of permanent final expense coverage. Two of the seven platforms in this study named the carrier during the ranking stage, and six of seven returned a usable fit assessment. The strongest reason to consider it is guaranteed acceptance: no medical exam, no health questions, permanent whole life coverage, and rates that never increase. The main limitation is structural: the guaranteed-acceptance design includes a two-year limited-benefit period for natural death and pricing that several…","target_buyer":"A nonsmoking 65-year-old with average-to-good health wants approximately $20,000 of permanent final expense life insurance to help beneficiaries cover funeral costs and other end-of-life expenses.","topic":{"base_category":"Final Expense Insurance","category_criteria":["They want reasonable premiums","straightforward underwriting","a reputable carrier","and clear policy guarantees."],"geography":"United States","slug":"best-20-000-final-expense-insurance","title":"Best $20,000 Final Expense Insurance","use_case":"$20,000 Final Expense Insurance"}}