{"buyer_scenarios":[{"fit":"best_suited","scenario":"Applicants age 50–80, or 50–75 in New York, whose stroke history could make conventional underwriting difficult (openai:gerberguaranteedpage, )."},{"fit":"best_suited","scenario":"Stroke survivors who have been declined by two or more carriers, or whose severe or active conditions make simplified-issue underwriting impossible (anthropic:cit-17, anthropic:cit-18)."},{"fit":"best_suited","scenario":"Buyers whose primary need is final-expense, burial, small-debt, or modest legacy coverage within the $5,000–$25,000 range (anthropic:cit-21, anthropic:cit-22, )."},{"fit":"best_suited","scenario":"Consumers prioritizing guaranteed acceptance over larger coverage or immediate full natural-death benefits (openai:gerberguaranteedpage)."},{"fit":"not_best_suited","scenario":"Applicants needing more than $25,000 of coverage, including income replacement, mortgage protection, or dependent support (openai:gerberguaranteedpage, anthropic:cit-7, kimi:ogletree-guaranteed)."},{"fit":"not_best_suited","scenario":"Stroke survivors who can qualify for medically underwritten or simplified-issue coverage with a larger death benefit and no two-year graded-benefit limitation (openai:gerberguaranteedpage, anthropic:cit-15)."},{"fit":"not_best_suited","scenario":"Applicants under age 50, who are excluded by the product's minimum age ."},{"fit":"not_best_suited","scenario":"Buyers who need full benefits payable from day one in all cases (deepseek:gerber-product-page, kimi:ogletree-guaranteed)."}],"citations":{"source_mix":{"company_owned":15,"independent":23,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":5},"total_sources":39,"unique_domain_count":21},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Life Insurance After a Stroke","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","google","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"Life Insurance After a Stroke","subject":"Gerber Life Guaranteed Life Insurance","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","google","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Gerber Life Guaranteed Life Insurance","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Gerber Life Guaranteed Life Insurance","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Gerber Life Guaranteed Life Insurance","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Gerber Life Guaranteed Life Insurance","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Gerber Life Guaranteed Life Insurance","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-after-a-stroke/gerber-life-guaranteed-life-insurance.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-after-a-stroke/gerber-life-guaranteed-life-insurance","report_type":"fit_review","study_id":"LICI-STUDY-DBE3AB07D6EF","title":"Gerber Life Guaranteed Life Insurance for Life Insurance After a Stroke: 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":"2026-09-23 07:14:51.786759+00","research_date":"2026-09-22","source_snapshot_sha256":"a0a270b0224b263787829272cb37e29e8e3a36a9459b4e632b7037093290cdb7","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Gerber Life Guaranteed life insurance is a good fit for a U.S. consumer age 50–80 who has had a stroke and needs modest final-expense coverage without medical underwriting, but it is a limited fit for anyone needing substantial income replacement or immediate full benefits. Five of seven platforms named Gerber Life Guaranteed Life Insurance during the ranking stage, a 71% share of included platform responses, at an average listed rank of 7.0 and a best listed rank of 3. The strongest reason to consider it is guaranteed acceptance with no medical exam or health questions, which removes stroke…","target_buyer":"A consumer previously experienced a stroke and wants life insurance.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["They understand that underwriting may consider the type and severity of the stroke","time since the event","residual symptoms","cause","treatment","recurrence risk","cardiovascular health","and other medical factors."],"geography":"United States","slug":"best-life-insurance-after-a-stroke","title":"Best Life Insurance After a Stroke","use_case":"Life Insurance After a Stroke"}}