{"buyer_scenarios":[{"fit":"best_suited","scenario":"AARP members seeking permanent coverage with no stated premium increases and approximately $10,000 of death benefit."},{"fit":"best_suited","scenario":"Applicants in average-to-good health who can qualify for simplified underwriting and want to avoid a medical exam."},{"fit":"best_suited","scenario":"Buyers prioritizing a large, established insurer and day-one full benefits over guaranteed acceptance."},{"fit":"best_suited","scenario":"Buyers who value the highest available financial-strength ratings and are comfortable with an agent-assisted or AARP-branded purchase channel."},{"fit":"not_best_suited","scenario":"Non-AARP members seeking standalone final expense insurance, since New York Life does not market such a product to non-members (-5, -7)."},{"fit":"not_best_suited","scenario":"Buyers shopping primarily on price, because independent sources report AARP/NYL premiums often exceed specialized final expense carriers' rates for comparable coverage (-6, -5)."},{"fit":"not_best_suited","scenario":"Applicants who cannot qualify through health questions and need guaranteed acceptance."},{"fit":"not_best_suited","scenario":"Buyers who need full death benefit from day one rather than a graded or modified-benefit period."}],"citations":{"source_mix":{"company_owned":16,"independent":29,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":10},"total_sources":45,"unique_domain_count":25},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-21","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best $10,000 Final Expense Insurance","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-21","platform_support":["anthropic","deepseek","google"],"predicate":"final_consensus_rank","qualifier":"$10,000 Final Expense Insurance","subject":"New York Life","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-21","platform_support":["anthropic","deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"New York Life","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.666666666666667,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"New York Life","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/final-expense-insurance/1-dollar-0-000-final-expense-insurance/new-york-life.json","page_url":"https://lifeinsuranceconsensusindex.com/final-expense-insurance/1-dollar-0-000-final-expense-insurance/new-york-life","report_type":"fit_review","study_id":"LICI-STUDY-B21BC0BACFB9","title":"New York Life for $10,000 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 00:10:14.291724+00","research_date":"2026-09-21","source_snapshot_sha256":"7e1b832e7e060b6beb6070c87f8df9021dba5d169d4db03c3cfa4333c90c9c17","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":17,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"New York Life is a qualified but not clearly best-value fit for a nonsmoking 65-year-old seeking about $10,000 of permanent final expense coverage. Three of the seven included platforms named New York Life during the ranking stage, and six of seven returned a usable fit assessment. The strongest reason to consider it is carrier strength: New York Life holds top financial-strength ratings from all four major rating agencies, and its AARP-branded whole life options use simplified underwriting with no medical exam. The main limitation is that New York Life does not market a standalone final…","target_buyer":"A nonsmoking 65-year-old with average-to-good health wants approximately $10,000 of permanent final expense life insurance primarily to cover basic funeral and end-of-life costs.","topic":{"base_category":"Final Expense Insurance","category_criteria":["They want affordable premiums","straightforward underwriting","a reputable carrier","and clear policy guarantees."],"geography":"United States","slug":"best-10-000-final-expense-insurance","title":"Best $10,000 Final Expense Insurance","use_case":"$10,000 Final Expense Insurance"}}