What LLMs cite
Best car insurance for new vehicle purchase
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across Claude, ChatGPT, Gemini, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
State Farm
Leads across all key metrics
AI engines mentioning
3 of 4
State Farm appears in 3 of 4 AI engines
#1 recommendations
1
State Farm was the #1 recommendation once.
AI answer share
75%
State Farm 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 | State Farm Claim your company | 3 of 4 | 1 | 75% |
| 2 | Progressive Claim | 3 of 4 | 1 | 75% |
| 3 | USAA Claim | 3 of 4 | 1 | 75% |
| 4 | GEICO Claim | 3 of 4 | 0 | 75% |
| 5 | Amica Claim | 1 of 4 | 0 | 25% |
| 6 | Allstate Claim | 3 of 4 | 0 | 75% |
| 7 | Travelers Claim | 3 of 4 | 0 | 75% |
| 8 | Liberty Mutual Claim | 3 of 4 | 0 | 75% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. State Farm
- 2. Geico
- 3. Progressive
- 4. Allstate
- 5. USAA
- 6. Liberty Mutual
+14 more in this answer
Gemini
Perplexity
- 1. Progressive
- 2. GEICO
- 3. State Farm
- 4. Travelers
- 5. Allstate
- 6. Nationwide
+14 more in this answer
Claude
No listed companies extracted from this model’s response.
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- consumerreports.org Choose the Best Car Insurance for You - Consumer Reports
- nerdwallet.com Cheap Car Insurance Companies | From $41/mo - NerdWallet
- nationwide.com Car Insurance - Get a Free Auto Insurance Quote - Nationwide
- statefarm.com Car Insurance | Free Auto Insurance Quote - State Farm
- acuity.com Auto Insurance Coverage \u0026 Policies | Acuity
- allstate.com Best Car Insurance for Young Drivers | Allstate
- allstate.com Allstate Auto Insurance
- amfam.com American Family Auto Insurance
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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
State Farm currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
State Farm currently leads this conversation.
- #1 State Farm 75%
- #2 Progressive 75%
- #3 USAA 75%
- #4 GEICO 75%
- #5 Amica 25%
- #6 Allstate 75%
- #7 Travelers 75%
- #8 Liberty Mutual 75%
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.
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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
- Best car insurance for new vehicle purchase
- Market
- United States
- AI engines
- Claude, ChatGPT, Gemini, and Perplexity
- Research date
- November 3, 2026