{"buyer_scenarios":[{"fit":"best_suited","scenario":"Survivors more than 10 years past treatment, subject to current underwriting and the specific cancer history ."},{"fit":"best_suited","scenario":"Applicants with breast or prostate cancer histories who want an insurer that publicly describes specialized underwriting approaches for those conditions ."},{"fit":"best_suited","scenario":"Survivors of early-stage prostate, testicular, thyroid, uterine, and cervical cancers seeking preferred underwriting consideration ."},{"fit":"best_suited","scenario":"Survivors of lymphoma and leukemia in remission with clean oncology records, per broker sources ."},{"fit":"not_best_suited","scenario":"Applicants with cancer treatment or recurrence within the past 10 years seeking the TermAccel accelerated-underwriting route ."},{"fit":"not_best_suited","scenario":"Applicants currently in active cancer treatment (-1, )."},{"fit":"not_best_suited","scenario":"Applicants recently diagnosed, roughly less than 1–2 years post-treatment completion (-1)."},{"fit":"not_best_suited","scenario":"Applicants with advanced, metastatic, or recurrent cancer diagnoses (-1, )."}],"citations":{"source_mix":{"company_owned":15,"independent":24,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":6},"total_sources":40,"unique_domain_count":20},"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","google","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for Cancer Survivors","subject":"Lincoln Financial","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","google","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Lincoln Financial","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Lincoln Financial","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Lincoln Financial","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.6,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Lincoln Financial","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-for-cancer-survivors/lincoln-financial.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-cancer-survivors/lincoln-financial","report_type":"fit_review","study_id":"LICI-STUDY-B76123DF2EBB","title":"Lincoln Financial 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 06:46:19.172817+00","research_date":"2026-09-22","source_snapshot_sha256":"02bc3e08f13de057ecb423dd957e47fee67b58299302ef01039ffb39c6c3ddc9","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Lincoln Financial is a mixed fit for Life Insurance for Cancer Survivors. Five of seven platforms named it during the ranking stage, and its strongest asset is traditional medical underwriting through Lincoln LifeElements Level Term, which lets survivors document remission status and can produce standard or near-standard offers for breast, prostate, thyroid, testicular, uterine, and cervical cancer histories. The main limitation is Lincoln TermAccel: Lincoln's own published guide lists cancer history within 10 years as disqualifying, so the accelerated path is closed to most survivors. No…","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"}}