What LLMs cite
Home insurance reviews for claims process and customer service
From recent prompt runs · US · Updated June 1, 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
2 of 4
State Farm appears in 2 of 4 AI engines
#1 recommendations
1
State Farm was the #1 recommendation once.
AI answer share
50%
State Farm appears in 50% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated June 1, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | State Farm Claim your company | 2 of 4 | 1 | 50% |
| 2 | USAA Claim | 2 of 4 | 1 | 50% |
| 3 | Allstate Claim | 2 of 4 | 0 | 50% |
| 4 | Amica Mutual Claim | 1 of 4 | 0 | 25% |
| 5 | Chubb Claim | 2 of 4 | 0 | 50% |
| 6 | Liberty Mutual Claim | 2 of 4 | 0 | 50% |
| 7 | Erie Insurance Claim | 2 of 4 | 0 | 50% |
| 8 | Farmers Insurance Claim | 2 of 4 | 0 | 50% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. State Farm
- 2. Allstate
- 3. USAA
- 4. Liberty Mutual
- 5. Farmers Insurance
- 6. Progressive
+14 more in this answer
Gemini
- 1. USAA
- 2. Amica Mutual
- 3. Chubb
- 4. Erie Insurance
- 5. State Farm
- 6. Nationwide
+11 more in this answer
Perplexity
No listed companies extracted from this model’s response.
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.
- reddit.com State Farm Claims Process Experience
- reddit.com Allstate Home Insurance Claims Review
- reddit.com USAA Claims and Customer Service Review
- reddit.com Farmers Insurance Claims Process Feedback
- reddit.com Progressive Home Insurance Claims Review
- reddit.com Nationwide Claims and Service Review
- reddit.com American Family Insurance Claims Experience
- reddit.com Travelers Insurance Claims Process Review
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 50%
- #2 USAA 50%
- #3 Allstate 50%
- #4 Amica Mutual 25%
- #5 Chubb 50%
- #6 Liberty Mutual 50%
- #7 Erie Insurance 50%
- #8
Get ahead of the competition
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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
- Home insurance reviews for claims process and customer service
- Market
- US
- AI engines
- Claude, ChatGPT, Gemini, and Perplexity
- Research date
- June 1, 2026