What LLMs cite
find adequate car insurance coverage at the cheapest price
From recent prompt runs · United States · Updated September 15, 2026
GEOGrow tested this high-intent customer question across Gemini, ChatGPT, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Geico
Leads across all key metrics
AI engines mentioning
2 of 3
Geico appears in 2 of 3 AI engines
#1 recommendations
1
Geico was the #1 recommendation once.
AI answer share
67%
Geico appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated September 15, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Geico Claim your company | 2 of 3 | 1 | 67% |
| 2 | Nerd Wallet Claim | 1 of 3 | 1 | 33% |
| 3 | compare Claim | 1 of 3 | 0 | 33% |
| 4 | USAA Claim | 1 of 3 | 0 | 33% |
| 5 | Travelers Claim | 1 of 3 | 0 | 33% |
| 6 | Liberty Mutual Claim | 1 of 3 | 0 | 33% |
| 7 | The General Claim | 1 of 3 | 0 | 33% |
| 8 | Protect Claim | 3 of 3 | 0 | 100% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 20. Protect
Gemini
Perplexity
- 1. Nerd Wallet
- 3. Geico
- 20. Protect
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- insurify.com Compare Cheap Car Insurance Quotes from 120+ Top Insurers
- cnbc.com Best cheap car insurance companies of September 2026
- nerdwallet.com Best Cheap Car Insurance Companies in 2026 - NerdWallet
- lendingtree.com Compare Car Insurance Quotes From Top Companies (2026)
- usnews.com Cheapest Car Insurance Companies of 2026
- consumerreports.org How Much Car Insurance Do You Need? - Consumer Reports
- geico.com Cheap Car Insurance ~ Affordable Auto Insurance
- geico.com How Much Auto Insurance Do I Need? - GEICO
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See how this market performs for the questions customers are asking AI.
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Markets move fast once AI patterns set in.
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Geico currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Geico currently leads this conversation.
- #1 Geico 67%
- #2 Nerd Wallet 33%
- #3 compare 33%
- #4 USAA 33%
- #5 Travelers 33%
- #6 Liberty Mutual 33%
- #7 The General 33%
- #8 Protect 100%
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: 3 independent AI observations.
- Question tested
- find adequate car insurance coverage at the cheapest price
- Market
- United States
- AI engines
- Gemini, ChatGPT, and Perplexity
- Research date
- September 15, 2026