{"citations":{"source_mix":{"company_owned":29,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":38,"partial":9},"total_sources":48,"unique_domain_count":16},"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 Companies for High-Risk Applicants","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","google","grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for High-Risk Applicants","subject":"Banner Life","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","google","grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Banner Life","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Banner Life","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","deepseek","grok","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Banner Life","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.2,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Banner Life","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-for-high-risk-applicants/banner-life.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-high-risk-applicants/banner-life","report_type":"fit_review","study_id":"LICI-STUDY-3C5D89CF2057","title":"Banner Life for Life Insurance for High-Risk Applicants: 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.","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 06:49:00.024045+00","research_date":"2026-09-22","source_snapshot_sha256":"2338c5988c32eb9c3d6d9ca7f25e91d4c4983a7b22e48e21c172eb52da2dce46","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":19,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Banner Life is a good, but not universally best, fit for high-risk life insurance applicants who want term coverage. Five of the seven platforms in this study named Banner Life during the ranking stage — 71% of included platform responses — and it finished fourth overall with an average listed rank of 6.2 and a best rank of 2. The strongest reason to consider it is its impaired-risk underwriting infrastructure: table-rated classes, substandard premiums calculated from Standard Plus base rates, and accelerated underwriting for qualifying applicants. The main limitation is that accelerated…","target_buyer":"A consumer expects life insurance underwriting to be more difficult because of health, medical history, lifestyle, occupation, or another risk factor.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["They want a financially established carrier with underwriting that may be competitive for applicants who do not fit preferred-risk profiles and are open to term","permanent","simplified-issue","or other appropriate coverage depending on eligibility."],"geography":"United States","slug":"best-life-insurance-companies-for-high-risk-applicants","title":"Best Life Insurance Companies for High-Risk Applicants","use_case":"Life Insurance for High-Risk Applicants"}}