{"citations":{"source_mix":{"company_owned":18,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":37,"partial":3},"total_sources":41,"unique_domain_count":20},"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","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for High-Risk Applicants","subject":"Guardian Life","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Guardian Life","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Guardian Life","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Guardian Life","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Guardian Life","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-22","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Guardian Life","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.666666666666667,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Guardian Life","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-for-high-risk-applicants/guardian-life.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-high-risk-applicants/guardian-life","report_type":"fit_review","study_id":"LICI-STUDY-D90B8D9527A7","title":"Guardian 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.","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 06:55:09.942883+00","research_date":"2026-09-22","source_snapshot_sha256":"db27e8b2163366653b080796a31e46c180e385e9724925538e597973e4900581","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":19,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Guardian Life is a good — but not conclusively best — fit for high-risk life insurance applicants. Three of seven platforms named Guardian during the ranking stage (openai, anthropic, perplexity), and it finished with an average listed rank of 4.67 and a best rank of 2. The strongest reason to consider it is a combination of very strong financial-strength ratings and company-stated willingness to underwrite some serious conditions, including qualified HIV-positive applicants and case-by-case cancer histories. The main limitation is that Guardian does not publicly establish comparative…","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"}}