What LLMs cite
Alternative to SelectQuote with a simpler life insurance application
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across Gemini, ChatGPT, Perplexity, and Claude. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Policygenius
Leads across all key metrics
AI engines mentioning
3 of 4
Policygenius appears in 3 of 4 AI engines
#1 recommendations
1
Policygenius was the #1 recommendation once.
AI answer share
75%
Policygenius appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 3, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Policygenius Claim your company | 3 of 4 | 1 | 75% |
| 2 | Ethos Claim | 2 of 4 | 1 | 50% |
| 3 | Bestow Claim | 1 of 4 | 1 | 25% |
| 4 | Ladder Life Claim | 2 of 4 | 0 | 50% |
| 5 | Vanguard Claim | 1 of 4 | 0 | 25% |
| 6 | Lemonade Claim | 1 of 4 | 0 | 25% |
| 7 | Zander Insurance Claim | 1 of 4 | 0 | 25% |
| 8 | Ethos Life Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Ethos
- 2. Vanguard
- 3. Lemonade
- 4. Fabric by Gerber Life
- 5. Ladder Life
- 6. Nationwide
+5 more in this answer
Gemini
Perplexity
- 1. Policygenius
- 2. Ethos
- 3. Zander Insurance
- 4. Quotacy
- 5. Term4Sale
- 20. Corebridge Direct
Claude
- 1. Bestow
- 2. Ladder Life
- 3. Ethos Life
- 4. Haven Life
- 5. Policygenius
- 6. Fabric by Gerber Life
+15 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- reddit.com SelectQuote v. PolicyGenius v. Zander v. term4sale
- reddit.com What companies will sell me life insurance directly without going through an age
- mypolicyquote.com Top 7 Life Insurance Quote...
- insure.com Best Online Life Insurance Companies of 2026
- nerdwallet.com 6 Best Instant Life Insurance Companies in 2026 | NerdWallet Rankings
- forbes.com Best Instant Life Insurance – Forbes Advisor
- aflac.com What is Instant Life Insurance? | Aflac
- assurity.com Assurity Life Insurance
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Policygenius currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Policygenius currently leads this conversation.
- #1 Policygenius 75%
- #2 Ethos 50%
- #3 Bestow 25%
- #4 Ladder Life 50%
- #5 Vanguard 25%
- #6 Lemonade 25%
- #7 Zander Insurance 25%
- #8 Ethos Life 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.
Turn current visibility into durable pipeline with GEOGrow.
We work with one premium provider per service category and market.
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
- Alternative to SelectQuote with a simpler life insurance application
- Market
- United States
- AI engines
- Gemini, ChatGPT, Perplexity, and Claude
- Research date
- November 3, 2026