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Business Owners: 7-Platform AI Consensus Index"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 11:22:52.696048+00","research_date":"2026-09-20","source_snapshot_sha256":"56ead1197b875b30345b547b7c298d1cec6a62c86fdde4d89a4cfa3898222471","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":21,"qualified_finalists":10,"ranking_unit":"Life insurance carrier"},"schema_version":4,"summary":"Pacific Life is the consensus leader for term life insurance for small business owners in this 7-platform study, named by all seven platforms (100.0% share) at an average listed position of 3.14. Protective Life (6 mentions, 85.7%) and Banner Life (5 mentions, 71.4%, best average position at 1.6) are the strongest alternatives for buyers who prioritize long level-term durations and business-purpose underwriting. Principal Financial and Lincoln Financial round out the top five for owners who need business-value riders or fast electronic underwriting. The principal limitation: this index…","target_buyer":"A small business owner wants term life insurance to protect their family and business-related financial obligations during their working years.","topic":{"base_category":"Term Life Insurance","category_criteria":["They may need substantial coverage for income replacement","business debts","or other temporary obligations and want competitive pricing","flexible coverage amounts","and a financially established carrier."],"geography":"United States","slug":"best-term-life-insurance-for-small-business-owners","title":"Best Term Life Insurance for Small Business Owners","use_case":"Term Life Insurance for Small Business Owners"}}