What LLMs cite
How much does whole life insurance cost for someone in their 40s?
From recent prompt runs · United States · Updated November 1, 2026
GEOGrow tested this high-intent customer question across Claude, Gemini, ChatGPT, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Aflac
Leads across all key metrics
AI engines mentioning
3 of 4
Aflac appears in 3 of 4 AI engines
#1 recommendations
1
Aflac was the #1 recommendation once.
AI answer share
75%
Aflac appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 1, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Aflac Claim your company | 3 of 4 | 1 | 75% |
| 2 | Northwestern Mutual Claim | 2 of 4 | 2 | 50% |
| 3 | USAA Claim | 2 of 4 | 1 | 50% |
| 4 | Ethos Claim | 3 of 4 | 0 | 75% |
| 5 | MassMutual Claim | 2 of 4 | 0 | 50% |
| 6 | Guardian Life Claim | 2 of 4 | 0 | 50% |
| 7 | Gerber Life Claim | 2 of 4 | 0 | 50% |
| 8 | AAA Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. USAA
- 2. Gerber Life
- 3. Protective
- 4. LifeStein (via NerdWallet)
- 5. MoneyGeek average (women)
- 6. MoneyGeek average (men)
+15 more in this answer
Gemini
Perplexity
- 1. Northwestern Mutual
- 2. Guardian Life
- 3. MassMutual
- 4. Aflac
- 5. Ethos
- 20. Mountain Life Insurance
Claude
+15 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- aflac.com Whole Life Insurance Rates by Age Chart
- nerdwallet.com Average Life Insurance Rates for 2026
- moneygeek.com How Much Does Whole Life Insurance Cost? (2026 Rates)
- cnbc.com The best whole life insurance companies of 2026 – CNBC Select
- nerdwallet.com 5 Best Life Insurance Policies in Your 40s and 50s in 2026
- moneygeek.com Best Life Insurance for 40-Year Olds in 2026 | MoneyGeek
- aol.com Best life insurance companies of 2026
- forbes.com UPDATED: Best Whole Life Insurance Companies – Forbes Advisor
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Aflac currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Aflac currently leads this conversation.
- #1 Aflac 75%
- #2
- #3 USAA 50%
- #4 Ethos 75%
- #5 MassMutual 50%
- #6 Guardian Life 50%
- #7 Gerber Life 50%
- #8 AAA 25%
Get ahead of the competition
Defend this answer before competitors close the gap.
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 4 independent AI observations.
- Question tested
- How much does whole life insurance cost for someone in their 40s?
- Market
- United States
- AI engines
- Claude, Gemini, ChatGPT, and Perplexity
- Research date
- November 1, 2026