{"citations":{"source_mix":{"company_owned":17,"independent":15,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":6},"total_sources":32,"unique_domain_count":15},"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 Graded-Benefit Final Expense Insurance","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"Graded-Benefit Final Expense Insurance","subject":"Gerber Life Guaranteed Life Insurance","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-22","platform_support":["anthropic","deepseek","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Gerber Life Guaranteed Life Insurance","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-22","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Gerber Life Guaranteed Life Insurance","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-22","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Gerber Life Guaranteed Life Insurance","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-22","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Gerber Life Guaranteed Life Insurance","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.8,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Gerber Life Guaranteed Life Insurance","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/final-expense-insurance/graded-benefit-final-expense-insurance/gerber-life-guaranteed-life-insurance.json","page_url":"https://lifeinsuranceconsensusindex.com/final-expense-insurance/graded-benefit-final-expense-insurance/gerber-life-guaranteed-life-insurance","report_type":"fit_review","study_id":"LICI-STUDY-EFE34F51A3BF","title":"Gerber Life Guaranteed Life Insurance for Graded-Benefit Final Expense 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.","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 05:29:54.05358+00","research_date":"2026-09-22","source_snapshot_sha256":"551682e650565d7b20dc5712cdc33ab49a52613deb384b6b77aaee6ae9309f21","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":23,"qualified_finalists":9,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Gerber Life Guaranteed life insurance is a good fit for a health-compromised buyer who cannot qualify for level-benefit final expense coverage and prioritizes guaranteed acceptance over immediate full benefits or lowest cost. Five of seven platforms named it during the ranking stage (71.4% of included platform responses), with an average listed rank of 4.8 and a best listed rank of 2. Its strongest feature is guaranteed-issue whole life with a clearly disclosed two-year graded period: nonaccidental death in the first two years pays 110% of earned premiums, then full benefits apply…","target_buyer":"A consumer has health conditions that may prevent them from qualifying for level-benefit final expense insurance but may still qualify for a graded-benefit policy.","topic":{"base_category":"Final Expense Insurance","category_criteria":["They want a reputable carrier with reasonable underwriting","clearly explained early-year benefit limitations","predictable premiums","and permanent coverage once the graded period has passed."],"geography":"United States","slug":"best-graded-benefit-final-expense-insurance","title":"Best Graded-Benefit Final Expense Insurance","use_case":"Graded-Benefit Final Expense Insurance"}}