What LLMs cite
Affordable auto insurance quotes online
From recent prompt runs · United States · Updated October 31, 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
GEICO
Leads across all key metrics
AI engines mentioning
3 of 4
GEICO appears in 3 of 4 AI engines
#1 recommendations
3
GEICO was the #1 recommendation 3 times.
AI answer share
75%
GEICO appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 31, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | GEICO Claim your company | 3 of 4 | 3 | 75% |
| 2 | Progressive Claim | 3 of 4 | 0 | 75% |
| 3 | State Farm Claim | 3 of 4 | 0 | 75% |
| 4 | NerdWallet Claim | 1 of 4 | 0 | 25% |
| 5 | Allstate Claim | 3 of 4 | 0 | 75% |
| 6 | EverQuote Claim | 1 of 4 | 0 | 25% |
| 7 | Liberty Mutual Claim | 3 of 4 | 0 | 75% |
| 8 | USAA Claim | 2 of 4 | 0 | 50% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Geico
- 2. Progressive
- 3. State Farm
- 4. Allstate
- 5. USAA
- 6. Liberty Mutual
+14 more in this answer
Gemini
Perplexity
- 1. GEICO
- 2. Progressive
- 3. State Farm
- 4. Allstate
- 5. Liberty Mutual
- 6. The General
+10 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.
- esurance.com Esurance Car Insurance Quotes & More
- allstate.com Allstate Auto Insurance
- geico.com GEICO Auto Insurance
- insurify.com Compare Cheap Car Insurance Quotes from 120+ Top Insurers
- joinroot.com Root Insurance - Car Insurance Based on How You Drive
- libertymutual.com Liberty Mutual Auto Insurance
- mercuryinsurance.com Cheap Car Insurance: Find Affordable Auto Insurance
- nationwide.com Nationwide 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
GEICO currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
GEICO currently leads this conversation.
- #1 GEICO 75%
- #2 Progressive 75%
- #3 State Farm 75%
- #4 NerdWallet 25%
- #5 Allstate 75%
- #6 EverQuote 25%
- #7 Liberty Mutual 75%
- #8 USAA 50%
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
- Affordable auto insurance quotes online
- Market
- United States
- AI engines
- Claude, ChatGPT, Gemini, and Perplexity
- Research date
- October 31, 2026