{"citations":{"source_mix":{"company_owned":23,"independent":22,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":7},"total_sources":46,"unique_domain_count":23},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Whole Life Insurance for Business Owners","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"Whole Life Insurance for Business Owners","subject":"National Life Group","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"National Life Group","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-20","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"National Life Group","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-20","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"National Life Group","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-20","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"National Life Group","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"National Life Group","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/whole-life-insurance/whole-life-insurance-for-business-owners/national-life-group.json","page_url":"https://lifeinsuranceconsensusindex.com/whole-life-insurance/whole-life-insurance-for-business-owners/national-life-group","report_type":"fit_review","study_id":"LICI-STUDY-8B1F73ACA115","title":"National Life Group for Whole Life Insurance for Business Owners: 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":"2026-09-21 16:31:50.392824+00","research_date":"2026-09-20","source_snapshot_sha256":"6e4d2ab62fef192e897c8f7bea265dad77f8b74d7fbdf7e996eb265821bfeef5","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":17,"qualified_finalists":9,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"National Life Group is a good fit for business owners who want permanent, guaranteed whole life coverage with participating dividends and dedicated business-planning support, but it is not the strongest option for every business case. Three of seven platforms named National Life Group during the ranking stage, a 43% share of included platform responses, with an average listed rank of 6.0 and a best rank of 3. The strongest reason to consider it is the combination of guaranteed level premiums, guaranteed cash values, guaranteed death benefits, and a participating dividend structure backed by…","target_buyer":"A business owner wants permanent life insurance that may serve long-term needs such as business succession, key-person protection, buy-sell planning, legacy needs, or cash-value accumulation.","topic":{"base_category":"Whole Life Insurance","category_criteria":["They want a financially established insurer","flexible policy design","strong guarantees","and the ability to support substantial coverage where financially justified."],"geography":"United States","slug":"best-whole-life-insurance-for-business-owners","title":"Best Whole Life Insurance for Business Owners","use_case":"Whole Life Insurance for Business Owners"}}