{"buyer_scenarios":[{"fit":"best_suited","scenario":"Survivors 3–5+ years post-treatment with early-stage or favorable-prognosis cancers, particularly breast, prostate, thyroid, and testicular (anthropic:source-2-5, anthropic:source-2-8, kimi:lifeinsureguide.com-1)."},{"fit":"best_suited","scenario":"Survivors who have been declined or heavily rated by other carriers and want a carrier known for individualized medical review (anthropic:source-9-2, anthropic:source-9-4)."},{"fit":"best_suited","scenario":"Buyers seeking 10-, 15-, 20-, or 30-year level-premium term coverage with conversion rights to permanent coverage without new underwriting (, anthropic:source-13-13, anthropic:source-22-3)."},{"fit":"best_suited","scenario":"Applicants ages 18–60 seeking coverage up to $1 million who may qualify for PruFast Track accelerated underwriting (anthropic:source-21-6, )."},{"fit":"not_best_suited","scenario":"Survivors in active treatment or within roughly 2 years of treatment completion (kimi:asurgo.com-1, kimi:ethos.com-1, )."},{"fit":"not_best_suited","scenario":"Survivors with recent recurrence, metastatic history, or advanced-stage cancer, who may face postponement periods of 5 to 15 years (google:source2, anthropic:source-2-8)."},{"fit":"not_best_suited","scenario":"Buyers seeking guaranteed-issue or simplified-issue coverage with no medical questions ."},{"fit":"not_best_suited","scenario":"Buyers who need a firm price before underwriting or who cannot tolerate a possible postponement, rating, exclusion, or decline ."}],"citations":{"source_mix":{"company_owned":15,"independent":29,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":41,"partial":4},"total_sources":46,"unique_domain_count":28},"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 for Cancer Survivors","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","google","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for Cancer Survivors","subject":"Prudential","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","google","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Prudential","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","kimi"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Prudential","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Prudential","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Prudential","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Prudential","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-for-cancer-survivors/prudential.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-cancer-survivors/prudential","report_type":"fit_review","study_id":"LICI-STUDY-F7CB87E474D3","title":"Prudential for Life Insurance for Cancer Survivors: 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":"2026-09-22 06:36:31.419542+00","research_date":"2026-09-22","source_snapshot_sha256":"c5033b0023360283a2f2d180089609e69aa2dd9b324e95dcac8ecde55477ba8d","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Prudential is a mixed-to-strong fit for U.S. cancer survivors seeking life insurance, depending on cancer history and how much underwriting scrutiny the buyer can tolerate. Six of seven platforms named Prudential during the ranking stage, and it finished second overall with an average listed rank of 2.67 and a best rank of 1. The strongest reason to consider it is its mainstream, fully underwritten term lineup (Term Essential and Term Elite) plus independent reviews describing Prudential as unusually aggressive on cancer underwriting for early-stage breast, prostate, and thyroid survivors.…","target_buyer":"A consumer previously received treatment for cancer and now wants life insurance.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["They understand that underwriting may vary substantially based on cancer type","stage","grade","treatment","recurrence history","time since treatment ended","current follow-up","age","and overall health."],"geography":"United States","slug":"best-life-insurance-for-cancer-survivors","title":"Best Life Insurance for Cancer Survivors","use_case":"Life Insurance for Cancer Survivors"}}