{"citations":{"source_mix":{"company_owned":15,"independent":23,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":7},"total_sources":39,"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 Guaranteed Universal Life Insurance Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","grok","openai"],"predicate":"final_consensus_rank","qualifier":"Guaranteed Universal Life Insurance","subject":"Banner Life","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Banner Life","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-20","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Banner Life","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Banner Life","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-20","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Banner Life","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Banner Life","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/universal-and-indexed-universal-life-insurance/guaranteed-universal-life-insurance/banner-life.json","page_url":"https://lifeinsuranceconsensusindex.com/universal-and-indexed-universal-life-insurance/guaranteed-universal-life-insurance/banner-life","report_type":"fit_review","study_id":"LICI-STUDY-A5BB643F93EC","title":"Banner Life for Guaranteed 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.","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 18:01:46.766986+00","research_date":"2026-09-20","source_snapshot_sha256":"475c940dacdb282beba5624aa67f2d4ea6c45cb77e3267e46e74521a731b4556","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Banner Life is a good fit for a narrow slice of guaranteed universal life (GUL) buyers: existing Banner Life or William Penn term policyholders who want to convert to permanent, lifetime death-benefit coverage without new medical underwriting. Three of seven platforms named Banner Life during the ranking stage (43% of included platform responses), at an average listed rank of 5.0 and a best rank of 2. The strongest reason to consider it is the stated coverage guarantee to age 121 on Life Step UL when required premiums are paid on time. The main limitation is that Life Step UL is…","target_buyer":"A consumer wants permanent life insurance primarily for a predictable lifetime death benefit and places less importance on maximizing cash-value accumulation.","topic":{"base_category":"Universal and Indexed Universal Life Insurance","category_criteria":["They are interested in guaranteed universal life insurance with strong no-lapse guarantees","competitive premiums","a financially established carrier","and clear policy terms."],"geography":"United States","slug":"best-guaranteed-universal-life-insurance-companies","title":"Best Guaranteed Universal Life Insurance Companies","use_case":"Guaranteed Universal Life Insurance"}}