What LLMs cite
How much can I save by bundling auto and home insurance policies
From recent prompt runs · United States · Updated November 2, 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
3
State Farm was the #1 recommendation 3 times.
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 2, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | State Farm Claim your company | 3 of 4 | 3 | 75% |
| 2 | GEICO Claim | 3 of 4 | 0 | 75% |
| 3 | Progressive Claim | 3 of 4 | 0 | 75% |
| 4 | Allstate Claim | 3 of 4 | 0 | 75% |
| 5 | Liberty Mutual Claim | 3 of 4 | 0 | 75% |
| 6 | USAA Claim | 3 of 4 | 0 | 75% |
| 7 | Amica Claim | 1 of 4 | 0 | 25% |
| 8 | Farmers Insurance 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
- 1. State Farm
- 2. GEICO
- 3. Progressive
- 4. Allstate
- 5. Liberty Mutual
- 6. Farmers Insurance
+13 more in this answer
Perplexity
- 1. State Farm
- 2. Progressive
- 3. Allstate
- 4. Liberty Mutual
- 5. Amica
- 6. Farmers Insurance
+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.
- nerdwallet.com 8 Best Home and Auto Insurance Bundles for 2026 - NerdWallet
- farmers.com Bundle & Save - Farmers Insurance
- libertymutual.com Insurance Bundles - Liberty Mutual
- allstate.com Bundle Home & Auto Insurance | Quote Online - Allstate
- allstate.com Bundle Home & Auto Insurance - Allstate
- allstate.com Allstate Insurance Bundles
- amfam.com Multi-Policy Discount - American Family Insurance
- amfam.com American Family Insurance Bundles
Related questions
See how this market performs for the questions customers are asking AI.
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- Who offers CAR-T therapy in Cincinnati? UC Health CAR T-Cell Therapy Program
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- How quickly can I get an online loan for a leaky roof repair? OneMain Financial
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- stop overpaying for car insurance comparison tool compare
- cheapest car insurance quotes in Ohio Nerd Wallet
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 GEICO 75%
- #3 Progressive 75%
- #4 Allstate 75%
- #5 Liberty Mutual 75%
- #6 USAA 75%
- #7 Amica 25%
- #8
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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
- How much can I save by bundling auto and home insurance policies
- Market
- United States
- AI engines
- Claude, ChatGPT, Gemini, and Perplexity
- Research date
- November 2, 2026