{"citations":{"source_mix":{"company_owned":5,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":4},"total_sources":31,"unique_domain_count":24},"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 Final Expense Insurance for Smokers","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"Final Expense Insurance for Smokers","subject":"Gerber Life Insurance Company","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Gerber Life Insurance Company","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Gerber Life Insurance Company","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Gerber Life Insurance Company","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Gerber Life Insurance Company","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/final-expense-insurance/final-expense-insurance-for-smokers/gerber-life-insurance-company.json","page_url":"https://lifeinsuranceconsensusindex.com/final-expense-insurance/final-expense-insurance-for-smokers/gerber-life-insurance-company","report_type":"fit_review","study_id":"LICI-STUDY-DACD8634B96D","title":"Gerber Life Insurance Company for Final Expense Insurance for Smokers: 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":"2026-09-23 06:44:51.706245+00","research_date":"2026-09-22","source_snapshot_sha256":"ecd2ee726b2dd43c5a76f981f3ace0986f08cceff9d287164b17757583911702","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":8,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Gerber life insurance Company is a mixed-to-good fit for a senior smoker seeking $15,000 to $25,000 of permanent final expense coverage. Two of seven platforms named Gerber Life during the ranking stage, at an average listed rank of 4.0 (best rank 3). The strongest reason to consider it is that its Guaranteed Life Insurance product accepts applicants regardless of health, requires no medical exam or health questions, and multiple platforms report it charges the same rate to smokers and nonsmokers (-2, , ). The main limitation is that no platform verified smoker-specific pricing from Gerber's…","target_buyer":"A senior who currently uses cigarettes wants approximately $15,000 to $25,000 of permanent final expense life insurance.","topic":{"base_category":"Final Expense Insurance","category_criteria":["They want a reputable carrier with reasonable tobacco-user pricing","straightforward underwriting","permanent coverage","and clear policy guarantees while understanding that tobacco use can materially affect premiums and eligibility."],"geography":"United States","slug":"best-final-expense-insurance-for-smokers","title":"Best Final Expense Insurance for Smokers","use_case":"Final Expense Insurance for Smokers"}}