{"buyer_scenarios":[{"fit":"best_suited","scenario":"Applicants willing to complete full underwriting and provide medical records or an exam if requested ."},{"fit":"best_suited","scenario":"Applicants whose obesity is stable and whose related conditions — blood pressure, diabetes, cholesterol, sleep apnea, mobility — are well controlled and documented ."},{"fit":"best_suited","scenario":"Applicants age 60+ with elevated weight, who are reported to benefit from more lenient build charts at older ages ."},{"fit":"best_suited","scenario":"Women who are slightly overweight, reported to benefit from Prudential's unisex weight chart because the acceptable height-to-weight range is higher for men ."},{"fit":"not_best_suited","scenario":"Applicants with BMI above 50. Multiple platforms report a ceiling at or near BMI 50, above which standard underwriting is unlikely . A BMI above 50 often limits options to guaranteed-issue policies industrywide ."},{"fit":"not_best_suited","scenario":"Applicants needing guaranteed-issue or simplified-issue coverage with little or no medical underwriting. Prudential's relevant products are fully underwritten ."},{"fit":"not_best_suited","scenario":"Applicants seeking a publicly disclosed obesity-specific underwriting price or eligibility schedule. No such schedule was located ."},{"fit":"not_best_suited","scenario":"Applicants with severe or poorly controlled obesity-related comorbidities. Morbid obesity paired with uncontrolled diabetes or advanced heart disease can result in declination ."}],"citations":{"source_mix":{"company_owned":19,"independent":32,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":40,"partial":10},"total_sources":51,"unique_domain_count":27},"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 Obesity","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Life Insurance for Obesity","subject":"Prudential","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Prudential","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Prudential","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Prudential","unit":"platforms","value":3},{"claim_id":"claim-006","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":1.1428571428571428,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Prudential","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/health-conditions-and-high-risk-life-insurance/life-insurance-for-obesity/prudential.json","page_url":"https://lifeinsuranceconsensusindex.com/health-conditions-and-high-risk-life-insurance/life-insurance-for-obesity/prudential","report_type":"fit_review","study_id":"LICI-STUDY-E009237A4680","title":"Prudential for Life Insurance for Obesity: 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":"2026-09-22 06:02:36.161164+00","research_date":"2026-09-22","source_snapshot_sha256":"7e9d278840597f8e3f7ba88bf8d0278c5484461dd53355c8e5a76c0c003b1455","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":14,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Prudential is a good, but not conclusively best, fit for a U.S. buyer with obesity who is willing to complete full medical underwriting and wants individually underwritten term life insurance, with permanent coverage as an option. All 7 platforms named Prudential during ranking discovery, and it ranked first on 6 of 7. The strongest reason to consider it is its build-chart positioning: independent underwriting guides describe Prudential's height-and-weight tables as among the most lenient of major carriers, with table-rated coverage available at higher BMI levels. The main limitation is…","target_buyer":"A consumer with a high body mass index wants life insurance and understands that insurers may evaluate height and weight differently and may also consider blood pressure, diabetes, cholesterol, mobility, sleep apnea, and other related health factors.","topic":{"base_category":"Health Conditions & High-Risk Life Insurance","category_criteria":["Life insurance and understands that insurers may evaluate height and weight differently and may also consider blood pressure","diabetes","cholesterol","mobility","sleep apnea","and other related health factors."],"geography":"United States","slug":"best-life-insurance-for-obesity","title":"Best Life Insurance for Obesity","use_case":"Life Insurance for Obesity"}}