{"buyer_scenarios":[{"fit":"best_suited","scenario":"Buyers who want premiums completed over 20 years with lifetime coverage afterward (openai:statefarmlimitedpay, -6, )."},{"fit":"best_suited","scenario":"Buyers who prioritize a recognizable, financially established carrier (openai:statefarmlimitedpay, -1, kimi:sfmutual)."},{"fit":"best_suited","scenario":"Consumers seeking permanent death-benefit coverage with guaranteed cash-value provisions and possible, non-guaranteed dividends (openai:statefarmlimitedpay, -20, -21)."},{"fit":"best_suited","scenario":"Applicants who value agent-based service and may qualify for available riders (openai:statefarmlimitedpay, -8)."},{"fit":"not_best_suited","scenario":"Buyers seeking the lowest-cost way to obtain a large death benefit, for whom term insurance may be more efficient (openai:statefarmlimitedpay, )."},{"fit":"not_best_suited","scenario":"Rate-driven buyers: anthropic reported that State Farm ranks last in many price comparisons for equivalent coverage (-17, -20)."},{"fit":"not_best_suited","scenario":"Buyers prioritizing high cash value growth and competitive dividends relative to premium outlay (-21)."},{"fit":"not_best_suited","scenario":"Buyers who want fully digital, agent-free purchasing, since State Farm requires agent involvement for permanent policies (-8, deepseek:sf-life, kimi:sflimitedpay)."}],"citations":{"source_mix":{"company_owned":12,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":9},"total_sources":31,"unique_domain_count":19},"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 20-Pay Whole Life Insurance","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","deepseek","google","perplexity"],"predicate":"final_consensus_rank","qualifier":"20-Pay Whole Life Insurance","subject":"State Farm","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","deepseek","google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"State Farm","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-20","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"State Farm","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-20","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"State Farm","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"State Farm","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/whole-life-insurance/20-pay-whole-life-insurance/state-farm.json","page_url":"https://lifeinsuranceconsensusindex.com/whole-life-insurance/20-pay-whole-life-insurance/state-farm","report_type":"fit_review","study_id":"LICI-STUDY-BE04969B33BA","title":"State Farm for 20-Pay Whole 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.","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 15:18:57.333107+00","research_date":"2026-09-20","source_snapshot_sha256":"1bc50ce32461e48234207beb6bcefc4ebabfcca836152bcdd0ccc93b85e468fc","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":9,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"State Farm is a good, but not conclusively best, fit for a buyer who wants permanent whole life coverage with premiums completed over roughly 20 years. Four of seven platforms named State Farm during the ranking stage, with an average listed rank of 4.5 and a best rank of 1. The strongest reason to consider it is that State Farm's own product page directly confirms a 20-year limited-pay whole life design with lifetime coverage, guaranteed cash value, and dividend eligibility (openai:statefarmlimitedpay, -3, ). The main limitation is that personalized premiums, guaranteed-versus-projected…","target_buyer":"A consumer wants permanent whole life insurance but prefers a limited-payment structure in which scheduled premiums are completed over approximately 20 years.","topic":{"base_category":"Whole Life Insurance","category_criteria":["They want lifetime coverage","guaranteed cash values","competitive policy design","and a financially established carrier."],"geography":"United States","slug":"best-20-pay-whole-life-insurance","title":"Best 20-Pay Whole Life Insurance","use_case":"20-Pay Whole Life Insurance"}}