{"citations":{"source_mix":{"company_owned":12,"independent":27,"unclear":7},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":13},"total_sources":46,"unique_domain_count":25},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Traditional Universal Life Insurance Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","deepseek","google"],"predicate":"final_consensus_rank","qualifier":"Traditional Universal Life Insurance","subject":"John Hancock","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"John Hancock","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-20","platform_support":["openai","anthropic","deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"John Hancock","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-20","platform_support":["perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"John Hancock","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-20","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"John Hancock","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"John Hancock","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/universal-and-indexed-universal-life-insurance/traditional-universal-life-insurance/john-hancock.json","page_url":"https://lifeinsuranceconsensusindex.com/universal-and-indexed-universal-life-insurance/traditional-universal-life-insurance/john-hancock","report_type":"fit_review","study_id":"LICI-STUDY-794BD216CABF","title":"John Hancock for Traditional Universal Life Insurance: 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":"2026-09-21 18:14:07.803133+00","research_date":"2026-09-20","source_snapshot_sha256":"2c14af39046dd5a9b236b526bab7a14e28591fbe7b72e6dac88e6b352e0954c2","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"John Hancock is a good, conditional fit for a buyer seeking Traditional Universal Life Insurance with flexible premiums and adjustable death benefits. Three of the seven platforms in this study named John Hancock during the ranking stage — Anthropic, DeepSeek, and Google — and all three placed it in their recommendations, with an average listed rank of 3.67 and a best rank of 1. The strongest reason to consider it is the combination of a large, financially established insurer with a traditional current-assumption UL design (Protection UL) that matches the buyer's stated need. The main…","target_buyer":"A consumer wants permanent universal life insurance with flexible premiums and adjustable death-benefit options but does not specifically require indexed cash-value crediting.","topic":{"base_category":"Universal and Indexed Universal Life Insurance","category_criteria":["They want a financially established insurer","competitive policy charges","useful flexibility","and clear guarantees and policy mechanics."],"geography":"United States","slug":"best-traditional-universal-life-insurance-companies","title":"Best Traditional Universal Life Insurance Companies","use_case":"Traditional Universal Life Insurance"}}