Published consensus studies
Explore how AI platforms recommend life insurance coverage for specific needs. Each study explains its question, evidence, and limitations.
22 published studies
Pacific Life ranks first in this 7-platform AI consensus index for a healthy nonsmoking 40-year-old seeking $1 million of 20-year term coverage without a traditional medical exam. Banner Life and Symetra tie for the strongest alternatives on average rank.
Banner Life leads this 7-platform AI consensus index of no-exam term life insurance for nonsmokers over 50, named by 6 of 7 platforms. Transamerica and Mutual of Omaha tie as strongest alternatives for living-benefit riders and documented simplified-issue coverage.
Ethos is the consensus leader for instant-decision term life insurance, named by all seven AI platforms studied. Nationwide, Banner Life, Symetra, and Ladder Life follow as strong alternatives for buyers with distinct needs, including high no-exam coverage limits and coverage flexibility.
Symetra leads this 7-platform AI consensus index for accelerated underwriting term life insurance, named by 6 of 7 platforms at an average position of 2.0. Banner Life ties on mentions but ranks second, with Pacific Life and Protective Life as strong alternatives.
Nationwide ranks first in this 7-platform AI consensus index for no-medical-exam term life insurance, named by 5 of 7 platforms at an average listed position of 2.2. Banner Life and Symetra tie at 2.4 average rank.
State Farm leads the 2026 return-of-premium term life insurance consensus, named by all 7 AI platforms studied. Assurity and Illinois Mutual are the strongest alternatives for rider-based or standalone ROP designs.
Penn Mutual is the consensus leader for convertible term life insurance in this 7-platform study, named by 6 of 7 platforms (85.7% share) with an average listed position of 2.17 and a best position of 1. Protective Life and Pacific Life tie on mentions (6 each, 85.7%) and follow at ranks 2 and 3.
Pacific Life is the consensus leader for term life insurance for small business owners, named by all seven AI platforms studied. Protective Life and Banner Life are the strongest alternatives for long level-term durations and business-purpose underwriting.
Banner Life leads this 2026 AI consensus index of term life insurance for mortgage protection, named by all seven platforms studied. Protective Life and Pacific Life also appeared on all seven, with alternatives for long terms, odd mortgage durations, and no-exam underwriting.
Guardian Life is the consensus leader for term life insurance for parents with young children, named by 6 of 7 platforms. Banner Life offers the longest level-term durations, up to 40 years, while Fidelity Life leads on child-rider cost efficiency.
Pacific Life leads the 2026 AI consensus ranking for $2 million-plus term life insurance, followed by Protective Life and Lincoln Financial. The study names ten qualifying carriers and highlights large face amounts, streamlined underwriting, and conversion options.
Pacific Life ranks first in this 7-platform AI consensus index for a healthy nonsmoking 40-year-old seeking $1 million of 20-year term coverage, named by all seven platforms. Banner Life offers the best average listed position and the strongest low-premium case.
