What LLMs cite
How does cash value work in a permanent life insurance policy?
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
Northwestern Mutual
Leads across all key metrics
AI engines mentioning
3 of 4
Northwestern Mutual appears in 3 of 4 AI engines
#1 recommendations
2
Northwestern Mutual was the #1 recommendation twice.
AI answer share
75%
Northwestern Mutual 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 | Northwestern Mutual Claim your company | 3 of 4 | 2 | 75% |
| 2 | MassMutual Claim | 2 of 4 | 1 | 50% |
| 3 | Guardian Life Claim | 3 of 4 | 0 | 75% |
| 4 | New York Life Claim | 2 of 4 | 0 | 50% |
| 5 | Allstate Claim | 2 of 4 | 0 | 50% |
| 6 | Progressive Claim | 2 of 4 | 0 | 50% |
| 7 | Nationwide Claim | 2 of 4 | 0 | 50% |
| 8 | Penn Mutual Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
Gemini
+6 more in this answer
Perplexity
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.
- guardianlife.com Cash Value Life Insurance Explained
- allstate.com What is Cash Value Life Insurance?
- nationwide.com What is Cash Value Life Insurance? - Nationwide
- investopedia.com Understanding Cash Value in Life Insurance: Definition and Example
- navymutual.org How Does Cash Value Life Insurance Work?
- progressive.com What Is Cash Value Life Insurance?
- ethos.com 7 Best Whole Life Insurance Companies of June 2026
- moneygeek.com Cheapest Life Insurance Companies In 2026 | MoneyGeek
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Northwestern Mutual currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Northwestern Mutual currently leads this conversation.
- #1
- #2 MassMutual 50%
- #3 Guardian Life 75%
- #4 New York Life 50%
- #5 Allstate 50%
- #6 Progressive 50%
- #7 Nationwide 50%
- #8 Penn Mutual 25%
Get ahead of the competition
Defend this answer before competitors close the gap.
Multiple businesses already appear in this answer set. Claim your company, improve your visibility, and compete for the recommendations students and institutions will actually see.
Leading in AI is an advantage — keeping it is the strategy.
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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 does cash value work in a permanent life insurance policy?
- Market
- United States
- AI engines
- Claude, Gemini, ChatGPT, and Perplexity
- Research date
- November 1, 2026