{"buyer_scenarios":[{"fit":"best_suited","scenario":"Existing American National life-policy owners who need servicing, policy documentation, or conversion information ."},{"fit":"best_suited","scenario":"Buyers investigating a legacy policy, if an authorized representative confirms the policy includes an ROP or cash-out provision ."},{"fit":"not_best_suited","scenario":"A consumer seeking to purchase a new ROP term policy in 2026 ."},{"fit":"not_best_suited","scenario":"A buyer prioritizing currently available quotes, competitive pricing, and clearly documented current ROP provisions (, kimi:nerdwallet-best-rop-2026)."},{"fit":"not_best_suited","scenario":"Buyers who prefer term-only ROP, since American National's documented ROP feature was bundled with GUL rather than pure term ."},{"fit":"not_best_suited","scenario":"Buyers who rely on independent comparative rankings for ROP term selection (kimi:nerdwallet-best-rop-2026, )."}],"citations":{"source_mix":{"company_owned":13,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":8},"total_sources":32,"unique_domain_count":23},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Return-of-Premium Term Life Insurance","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","deepseek","perplexity"],"predicate":"final_consensus_rank","qualifier":"Return-of-Premium Term Life Insurance","subject":"American National","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","deepseek","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"American National","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-20","platform_support":["openai","anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"weak","subject":"American National","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-20","platform_support":["deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"American National","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"American National","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/term-life-insurance/return-of-premium-term-life-insurance/american-national.json","page_url":"https://lifeinsuranceconsensusindex.com/term-life-insurance/return-of-premium-term-life-insurance/american-national","report_type":"fit_review","study_id":"LICI-STUDY-7DC76681EFC3","title":"American National for Return-of-Premium Term Life 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":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":"2026-09-21 11:50:06.938333+00","research_date":"2026-09-20","source_snapshot_sha256":"41e1974fabfedf22d6930ee62ac3e10c28e46ce5feb23cd664e57d1e8e8d65e0","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":18,"qualified_finalists":8,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"American National is a weak fit for a new U.S. buyer seeking Return-of-Premium Term Life Insurance. Three of seven platforms named American National during the ranking stage, and it finished eighth overall with an average listed rank of 8.0. The strongest reason to consider it is its long financial-strength record: AM Best affirmed an A (Excellent) rating in November 2025, marking 83 consecutive years at A or better . The main limitation is availability: American National's official contact page states it no longer offers life insurance and is serving existing clients , and independent…","target_buyer":"A consumer wants term life insurance but strongly prefers a return-of-premium option that can return eligible premiums if they survive the specified term.","topic":{"base_category":"Term Life Insurance","category_criteria":["They understand this type of coverage may cost substantially more than ordinary term insurance and want financially established carriers with competitive pricing and clearly defined return-of-premium provisions."],"geography":"United States","slug":"best-return-of-premium-term-life-insurance","title":"Best Return-of-Premium Term Life Insurance","use_case":"Return-of-Premium Term Life Insurance"}}