{"citations":{"source_mix":{"company_owned":14,"independent":14,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":13,"partial":6},"total_sources":28,"unique_domain_count":18},"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 High-Risk Occupations","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for High-Risk Occupations","subject":"Transamerica","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Transamerica","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Transamerica","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"Transamerica","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Transamerica","unit":"platforms","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-22","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Transamerica","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.25,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Transamerica","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-for-high-risk-occupations/transamerica.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-high-risk-occupations/transamerica","report_type":"fit_review","study_id":"LICI-STUDY-F8A4C432BC30","title":"Transamerica for Life Insurance for High-Risk Occupations: 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 07:50:03.620326+00","research_date":"2026-09-22","source_snapshot_sha256":"df56fe700d2fd2a6dbe078f321fa68ae4e9f777d2c12bc70241982fc5bba396a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Transamerica is a mixed fit for Life Insurance for High-Risk Occupations. Four of the seven platforms in this study named Transamerica during the ranking stage, and their verdicts split sharply: Google and Grok rated it a strong fit, Anthropic rated it good, while OpenAI, Perplexity, and DeepSeek rated it mixed and Kimi rated it uncertain. The strongest reason to consider it is its Trendsetter term portfolio, which pairs simplified or accelerated underwriting with no-exam coverage up to $2 million for qualifying applicants . The main limitation is that no supplied source establishes…","target_buyer":"A consumer works in an occupation that may involve elevated physical risk, such as commercial fishing, logging, mining, offshore work, certain construction work, or another hazardous profession.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["They want life insurance from carriers that may be reasonably competitive for occupational risks."],"geography":"United States","slug":"best-life-insurance-for-high-risk-occupations","title":"Best Life Insurance for High-Risk Occupations","use_case":"Life Insurance for High-Risk Occupations"}}