{"citations":{"source_mix":{"company_owned":24,"independent":23,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":6},"total_sources":48,"unique_domain_count":29},"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":["deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for High-Risk Occupations","subject":"Prudential","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","google","grok","kimi","openai","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":["openai","anthropic","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Prudential","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Prudential","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.3333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"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-high-risk-occupations/prudential.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-high-risk-occupations/prudential","report_type":"fit_review","study_id":"LICI-STUDY-752448C4FE30","title":"Prudential 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","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":"2026-09-23 07:45:13.844107+00","research_date":"2026-09-22","source_snapshot_sha256":"0765fd88bfb14b1b9fd117829a3600d1798145994df05ed52554b3e4c9925810","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":24,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Prudential is a good, but not conclusively best, fit for U.S. consumers in high-risk occupations. Six of seven platforms named Prudential during the ranking stage, and it finished first overall with an average listed rank of 1.33. Its strongest advantage is structural: Prudential's term products explicitly permit occupational flat extras and substandard rating classes, and independent reviewers describe its underwriting as unusually flexible for hazardous work. The main limitation is transparency. Prudential does not publish occupation-specific rate tables, maximum flat extra limits, or…","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"}}