{"buyer_scenarios":[{"fit":"best_suited","scenario":"Buyers with a long funding horizon who can fund consistently. OpenAI describes buyers with long time horizons who can fund the policy consistently and review in-force illustrations periodically…"},{"fit":"best_suited","scenario":"Buyers who want indexed-account upside with contractual floors rather than direct equity participation. OpenAI frames this as seeking indexed-account upside potential with contractual floors…"},{"fit":"best_suited","scenario":"Buyers comfortable comparing illustrations, caps, charges, and loan terms across several designs. Perplexity identifies this as a best-fit characteristic ."},{"fit":"not_best_suited","scenario":"Buyers seeking guaranteed retirement income or principal protection. Deepseek and perplexity both list this as a poor fit ."},{"fit":"not_best_suited","scenario":"Buyers who cannot commit to sustained premiums for many years. Deepseek and openai both flag this (, openai:transamericaproductguide)."},{"fit":"not_best_suited","scenario":"Buyers who may need early liquidity or would be unable to manage policy loans and lapse risk. OpenAI lists this explicitly (openai:transamericaproductguide)."},{"fit":"not_best_suited","scenario":"Buyers who prioritize fully guaranteed cash-value accumulation or transparent investment expenses. OpenAI lists this as a poor fit (openai:transamericaproductguide)."}],"citations":{"source_mix":{"company_owned":15,"independent":11,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":5},"total_sources":28,"unique_domain_count":16},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-20","platform_support":["deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Indexed Universal Life Insurance for Supplemental Retirement Planning","unit":"platforms","value":5},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-20","platform_support":["kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Indexed Universal Life Insurance for Supplemental Retirement Planning","subject":"Transamerica","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-20","platform_support":["kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"Transamerica","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-20","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"Transamerica","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-20","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Transamerica","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-20","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Transamerica","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":9,"best_rank":9,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Transamerica","platform_mentions":2,"platform_share":0.4}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/universal-and-indexed-universal-life-insurance/indexed-universal-life-insurance-for-supplemental-retirement-planning/transamerica.json","page_url":"https://lifeinsuranceconsensusindex.com/universal-and-indexed-universal-life-insurance/indexed-universal-life-insurance-for-supplemental-retirement-planning/transamerica","report_type":"fit_review","study_id":"LICI-STUDY-D09A3D2A1120","title":"Transamerica for Indexed Universal Life Insurance for Supplemental Retirement Planning: 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","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":"2026-09-20 22:50:45.009906+00","research_date":"2026-09-20","source_snapshot_sha256":"4bb86a7331343484db14967ec3b4b2455e9c1311b89491f0a899b542cd6a0943","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":23,"qualified_finalists":7,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Transamerica is a mixed fit for Indexed Universal Life Insurance for Supplemental Retirement Planning. Two of five included platforms named Transamerica during the ranking stage (kimi and perplexity), a 40% share, at an average listed rank of 9.0 and a best listed rank of 9. The strongest reason to consider it is a broad, documented IUL lineup — Financial Foundation IUL, Financial Choice IUL II, and TransNavigator IUL — with index accounts, stated floors, no-lapse provisions, and policy-loan or withdrawal access subject to contract terms (openai:transamericaproductguide, , ). The main…","target_buyer":"A consumer is considering indexed universal life insurance as one component of a broader long-term retirement strategy.","topic":{"base_category":"Universal and Indexed Universal Life Insurance","category_criteria":["They want permanent coverage and the potential to build cash value that may later be accessed through policy withdrawals or loans subject to policy terms","while understanding that policy performance is not guaranteed and poor funding or excessive loans can create risks."],"geography":"United States","slug":"best-indexed-universal-life-insurance-for-supplemental-retirement-planning","title":"Best Indexed Universal Life Insurance for Supplemental Retirement Planning","use_case":"Indexed Universal Life Insurance for Supplemental Retirement Planning"}}