{"citations":{"source_mix":{"company_owned":19,"independent":29,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":10},"total_sources":48,"unique_domain_count":25},"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 Breast Cancer","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 After Breast Cancer","subject":"Lincoln Financial","unit":"rank","value":4},{"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":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Lincoln Financial","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"Lincoln Financial","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Lincoln Financial","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Lincoln Financial","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"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-after-breast-cancer/lincoln-financial.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-after-breast-cancer/lincoln-financial","report_type":"fit_review","study_id":"LICI-STUDY-18A663DDD2AF","title":"Lincoln Financial for Life Insurance After Breast Cancer: 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":"2026-09-22 07:14:41.042861+00","research_date":"2026-09-22","source_snapshot_sha256":"8f611422c102995b25a97ee3d64d32350df50f411fba85d001923b88b9c00ecf","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Lincoln Financial is a good but not automatically superior fit for a U.S. breast-cancer survivor seeking individually underwritten life insurance. Five of the seven platforms in this study named Lincoln Financial during the ranking stage, and it finished with an average listed rank of 2.2 and a best rank of 1. The strongest reason to consider it is that Lincoln publicly reports breast-cancer underwriting specialization and offers a substantial convertible term product, Lincoln LifeElements Level Term. The main limitation is that Lincoln does not publish consumer-specific breast-cancer…","target_buyer":"A consumer has previously been treated for breast cancer and wants life insurance.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["They understand that underwriting may consider stage","grade","receptor status where relevant","treatment history","recurrence","time since treatment","current surveillance","age","and overall health."],"geography":"United States","slug":"best-life-insurance-after-breast-cancer","title":"Best Life Insurance After Breast Cancer","use_case":"Life Insurance After Breast Cancer"}}