Life insurance research category
Life insurance research for people whose health or other factors make underwriting more complex.
Category consensus
Scores summarize how often and how prominently these companies appeared in usable AI responses across published studies.
| Rank | Company | Consensus score | Studies | Recommendation rate | Research |
|---|---|---|---|---|---|
| 01 | Prudential | 71.8 / 100 | 26 of 27 | 82.0% | View study |
| 02 | Banner Life | 53.8 / 100 | 26 of 27 | 67.7% | View study |
| 03 | Mutual of Omaha | 50.0 / 100 | 26 of 27 | 80.4% | View study |
| 04 | Lincoln Financial | 38.5 / 100 | 24 of 27 | 62.4% | View study |
| 05 | Protective | 35.4 / 100 | 24 of 27 | 52.9% | View study |
| 06 | Pacific Life | 30.5 / 100 | 21 of 27 | 46.0% | View study |
| 07 | John Hancock | 21.7 / 100 | 17 of 27 | 32.8% | View study |
| 08 | Corebridge Financial | 20.8 / 100 | 20 of 27 | 33.3% | View study |
| 09 | Transamerica | 17.6 / 100 | 15 of 27 | 32.3% | View study |
| 10 | Gerber Life | 8.7 / 100 | 8 of 27 | 15.9% | View study |
Published evidence
Each report reflects a defined consumer situation and the AI platforms that produced usable responses.
Showing 27 of 27 published studies.
Prudential leads this 7-platform AI consensus index for life insurance after a DUI, with Banner Life the strongest alternative for older, isolated offenses and Mutual of Omaha the leading fallback for guaranteed-issue coverage.
Lincoln Financial leads a seven-platform AI consensus index of life insurance carriers for marijuana users, followed by Prudential and Mutual of Omaha. No carrier publishes a complete marijuana underwriting table, so frequency thresholds and product availability need written carrier confirmation.
Mutual of Omaha leads this 7-platform AI consensus index for no-exam life insurance after being declined, named by all 7 platforms. Gerber Life and AARP Level Benefit Term Life by New York Life are the strongest alternatives for guaranteed acceptance and simplified-issue term needs.
Mutual of Omaha leads this 7-platform AI consensus index for life insurance after being declined, named by 5 of 7 platforms. Gerber Life ties on mentions, while Prudential, Transamerica, and Corebridge Financial fit other post-decline needs.
Prudential leads the 2026 AI consensus ranking for life insurance in high-risk occupations, named by 6 of 7 platforms. Banner Life is best for long level-premium terms, while Transamerica suits price-sensitive applicants in specific hazardous niches.
Prudential leads this 7-platform AI consensus index of life insurance for scuba divers, named by all seven platforms. Lincoln Financial, Principal Financial, Protective, and Banner Life follow, each fitting different diving depths, frequencies, and coverage needs.
Prudential leads this 7-platform AI consensus index of life insurance for private pilots, named by 6 of 7 platforms. Protective Life, Pacific Life, Banner Life, and Pilot Insurance Center also qualify among 10 entities.
Lincoln Financial is the consensus leader for life insurance for cigar smokers, named by all seven AI platforms studied. Prudential suits frequent or daily cigar users who may test positive for nicotine, and Banner Life suits occasional users seeking Preferred Plus Non-Tobacco pricing.
Prudential was named by all seven AI platforms studied for cigarette smokers, while State Farm had the best average listed position and is cited as cheapest or near-cheapest. Banner Life, Mutual of Omaha, and Guardian Life lead for term pricing, simplified issue, and high no-exam limits.
Prudential is the consensus leader for life insurance with bipolar disorder, named by 6 of 7 platforms (85.7% share) at an average listed position of 2.17 and a best position of 1. Banner Life (Legal & General America) is the strongest alternative for applicants who want published bipolar-specific underwriting…
Prudential is the consensus leader for life insurance for depression in this 7-platform study, named by all seven platforms with an average listed position of 1.57 and a best position of 1. Banner Life is the strongest alternative for applicants with mild, well-controlled depression who want the longest term-length…
Mutual of Omaha is the consensus leader for life insurance with epilepsy and seizure disorders, named by all 7 platforms studied (100.0% share) at an average listed position of 3.86, driven by its guaranteed-acceptance whole life option that requires no medical exam or health questions.
Mutual of Omaha is the consensus leader for COPD life insurance, named by all seven AI platforms. Prudential ranks second for mild-to-moderate COPD. The index covers 10 carriers and maps them to guaranteed-issue, simplified-issue, and fully underwritten needs.
Mutual of Omaha leads the 7-platform AI consensus for life insurance with kidney disease, named by all platforms. Protective and Corebridge Financial follow for stable, well-documented CKD, while Gerber Life and Colonial Penn serve severe disease or dialysis.
Pacific Life is the consensus leader for life insurance for people living with HIV, named by 6 of 7 platforms. Prudential Financial ties on mentions and average rank, while Guardian Life offers the largest face amounts and whole life coverage.
Across seven AI platforms asked one standardized question about life insurance after prostate cancer, Mutual of Omaha was named by all seven, Lincoln Financial by six, and Prudential by five. The index ranks ten qualifying carriers and explains which fits which clinical profile.
Across seven AI platforms asked one standardized question about life insurance after breast cancer, Mutual of Omaha was the consensus leader, named by all seven. Pacific Life, Banner Life, Lincoln Financial, and Prudential lead for distinct buyer needs.
Mutual of Omaha leads this 7-platform AI consensus index for life insurance for cancer survivors, named by all seven platforms for its guaranteed-issue whole life coverage. Prudential and Banner Life follow for medically underwritten term coverage after a favorable remission period.
Banner Life leads a seven-platform AI consensus ranking of life insurance for sleep apnea, named by all seven platforms. Pacific Life, Prudential, Protective Life, Lincoln Financial, and Mutual of Omaha follow, with distinct strengths by apnea severity and treatment compliance.
Prudential leads this 7-platform AI consensus index of life insurance for obesity, named by all seven platforms. Banner Life, Protective Life, Pacific Life, and Mutual of Omaha are the strongest alternatives for level term, age-adjusted build charts, no-exam coverage, and guaranteed issue.
Protective Life leads this 7-platform AI consensus index for life insurance with high blood pressure, named by all seven platforms. Lincoln Financial and Pacific Life tie as the strongest alternatives, and Banner Life holds the best average listed position.
Prudential is the consensus leader for life insurance after a stroke, named by 6 of 7 AI platforms. Mutual of Omaha and Gerber Life are the strongest alternatives for buyers whose stroke history makes fully underwritten coverage unlikely.
Mutual of Omaha leads this 7-platform AI consensus index for life insurance after a heart attack, named by 6 of 7 platforms for guaranteed-acceptance whole life with no medical exam. Prudential, Lincoln Financial, and Banner Life are the top fully underwritten alternatives.
Prudential is the consensus leader for life insurance applicants with heart disease, named by all seven platforms studied (100.0% share) at an average listed position of 1.29 and a best position of 1.
John Hancock leads this seven-platform AI consensus index for life insurance with Type 2 diabetes, named by all seven platforms on the strength of its Aspire program. Mutual of Omaha is the guaranteed-issue fallback, and Banner Life offers the best average listed position for competitively priced term coverage.
John Hancock leads the 2026 consensus ranking for life insurance with Type 1 diabetes, named by all seven AI platforms. Banner Life offers the strongest average position and competitive term rates, while Prudential suits complex profiles. Nine carriers qualified from 20 named.
Prudential leads this 7-platform AI consensus index for high-risk life insurance applicants, named by all seven platforms. Mutual of Omaha is the top alternative for guaranteed-issue final-expense coverage, and Lincoln Financial suits large-face-amount coverage with complex medical histories.
How to read this category
Category scores summarize recurring recommendations and listed positions across these scenarios. Underwriting, policy terms, product availability, and premiums can differ by applicant, carrier, and state. Each study has its own research date. Review the carrier’s current forms and an actual quote before you apply.
