{"buyer_scenarios":[{"fit":"best_suited","scenario":"Homeowners wanting individual, beneficiary-controlled coverage rather than lender-controlled mortgage insurance (, kimi:nationwide-mortgage-protection)."},{"fit":"best_suited","scenario":"Buyers seeking a 10-, 15-, 20-, or 30-year level-premium term aligned with the mortgage payoff period or family dependency period (, anthropic:src-6, )."},{"fit":"best_suited","scenario":"Applicants who value a financially strong carrier and possible term-to-permanent conversion ."},{"fit":"best_suited","scenario":"Buyers who prefer working with a financial professional rather than applying online (anthropic:src-1, anthropic:src-3)."},{"fit":"not_best_suited","scenario":"Buyers seeking the lowest available premium without comparing multiple carriers (anthropic:src-1)."},{"fit":"not_best_suited","scenario":"Homeowners with mortgages exceeding $500,000 who prioritize the absolute lowest cost (anthropic:src-1, anthropic:src-3)."},{"fit":"not_best_suited","scenario":"Buyers who need to apply and purchase entirely online without agent involvement — Guardian does not offer online policy purchase, and applications route through a licensed financial professional (anthropic:src-1,…"},{"fit":"not_best_suited","scenario":"Applicants seeking the fastest approval, where competitor no-exam options may be faster (anthropic:src-1)."}],"citations":{"source_mix":{"company_owned":25,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":6},"total_sources":45,"unique_domain_count":19},"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 Term Life Insurance for Mortgage Protection","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"Term Life Insurance for Mortgage Protection","subject":"Guardian Life","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-20","platform_support":["anthropic","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Guardian Life","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-20","platform_support":["grok"],"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","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Guardian Life","unit":"platforms","value":5},{"claim_id":"claim-006","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":5.666666666666667,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Guardian Life","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://lifeinsuranceconsensusindex.com/datasets/term-life-insurance/term-life-insurance-for-mortgage-protection/guardian-life.json","page_url":"https://lifeinsuranceconsensusindex.com/term-life-insurance/term-life-insurance-for-mortgage-protection/guardian-life","report_type":"fit_review","study_id":"LICI-STUDY-DBF93F80C9C4","title":"Guardian Life for Term Life Insurance for Mortgage Protection: 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.","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 10:42:07.606918+00","research_date":"2026-09-20","source_snapshot_sha256":"332def4d99f551759273dc35b288edfd7659bdd99d710fa62068af986d743aee","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":17,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Guardian Life is a good fit for a homeowner who wants ordinary individual term life insurance to protect a family from a large remaining mortgage. Three of seven platforms named Guardian Life during the ranking stage, and all seven platforms that evaluated fit rated it positively — six as \"good\" or \"strong,\" one as \"uncertain.\" The strongest reason to consider it is Guardian Level Term's combination of level premiums, 10/15/20/30-year terms, a first-five-years conversion privilege, and high financial-strength ratings. The main limitation is pricing: Guardian does not publish…","target_buyer":"A homeowner wants term life insurance primarily to protect their family from the financial burden of a large remaining mortgage if they die.","topic":{"base_category":"Term Life Insurance","category_criteria":["They prefer ordinary individual term life insurance rather than a lender-controlled mortgage life policy and want affordable coverage with an appropriate term length and financially established carrier."],"geography":"United States","slug":"best-term-life-insurance-for-mortgage-protection","title":"Best Term Life Insurance for Mortgage Protection","use_case":"Term Life Insurance for Mortgage Protection"}}