{"buyer_scenarios":[{"fit":"best_suited","scenario":"Buyers who value a financially strong, established mutual insurer (openai, anthropic, deepseek, grok)."},{"fit":"best_suited","scenario":"Buyers who want a 30-year level-term policy with a permanent-conversion option and no new medical exam at conversion (openai, anthropic, perplexity)."},{"fit":"best_suited","scenario":"Buyers who may want to preserve insurability if their health worsens, including those who want guaranteed access to a long-term care rider upon conversion (google, -6)."},{"fit":"best_suited","scenario":"Buyers comfortable with an advisor-led purchase rather than a fully self-serve online transaction (perplexity)."},{"fit":"not_best_suited","scenario":"Buyers choosing solely on the lowest premium. Multiple independent sources state Guardian term rates run above the industry average at the $500,000 tier (-10, -15, , , )."},{"fit":"not_best_suited","scenario":"Buyers wanting guaranteed online instant approval or simplified underwriting. Guardian term life is not available for direct online purchase and requires a licensed representative (-6, -2)."},{"fit":"not_best_suited","scenario":"Buyers who need coverage beyond the term without potentially expensive permanent-policy premiums (openai)."},{"fit":"not_best_suited","scenario":"Buyers who need guaranteed-issue coverage due to health conditions. Guardian uses standard underwriting (anthropic)."}],"citations":{"source_mix":{"company_owned":23,"independent":29,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":40,"partial":12},"total_sources":52,"unique_domain_count":21},"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 30-Year Term Life Insurance","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","perplexity"],"predicate":"final_consensus_rank","qualifier":"30-Year Term Life Insurance","subject":"Guardian Life","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Guardian Life","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-20","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Guardian Life","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-20","platform_support":["openai","anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"Guardian Life","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-20","platform_support":["grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Guardian Life","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-20","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":5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Guardian Life","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/term-life-insurance/30-year-term-life-insurance/guardian-life.json","page_url":"https://lifeinsuranceconsensusindex.com/term-life-insurance/30-year-term-life-insurance/guardian-life","report_type":"fit_review","study_id":"LICI-STUDY-5EB3F0B24941","title":"Guardian Life for 30-Year Term Life 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.","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":"2026-09-21 09:27:06.575916+00","research_date":"2026-09-20","source_snapshot_sha256":"956d203323014cbc9f5e14645c8639a43efa83dbb3f824949deb5f72014d953f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":22,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Guardian Life is a good, but not clearly best-priced, fit for a healthy nonsmoking consumer in their mid-30s seeking $500,000 of 30-year term coverage. Two of seven platforms named Guardian Life during the ranking stage, giving it a 28.6% share of included platform responses, an average listed rank of 5.0, and a best listed rank of 4. The strongest reason to consider it is a 30-year level-term policy with conversion flexibility — including an optional Extended Conversion Rider — backed by strong reported financial strength. The main limitation is that no platform verified a personalized…","target_buyer":"A healthy nonsmoking consumer in their mid-30s wants $500,000 of life insurance coverage for 30 years.","topic":{"base_category":"Term Life Insurance","category_criteria":["They want competitive premiums","a reputable insurer","straightforward underwriting","and useful conversion options if available."],"geography":"United States","slug":"best-30-year-term-life-insurance","title":"Best 30-Year Term Life Insurance","use_case":"30-Year Term Life Insurance"}}