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The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 05:02:50.06368+00","research_date":"2026-09-22","source_snapshot_sha256":"ced13de621f26d7736edf91eed49091e7b7274fc8ec25c3603e7878919c984d2","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Prudential is the consensus leader for life insurance applicants with heart disease, named by all seven platforms studied (100.0% share) at an average listed position of 1.29 and a best position of 1. Lincoln Financial is the strongest alternative for applicants who want full underwriting with table-credit and table-reduction programs, and Mutual of Omaha is the leading fallback for guaranteed-issue final-expense coverage when medical underwriting is not realistic. This index studied seven AI platforms — OpenAI, Anthropic, DeepSeek, Grok, Perplexity, Kimi, and Google — using one standardized…","target_buyer":"A consumer with a history of heart disease wants life insurance.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["They understand that eligibility and pricing may depend on the specific diagnosis","severity","cardiac testing","treatment","medications","symptoms","other risk factors","and overall stability."],"geography":"United States","slug":"best-life-insurance-for-people-with-heart-disease","title":"Best Life Insurance for People With Heart Disease","use_case":"Life Insurance for People With Heart Disease"}}