What LLMs cite
how to find the lowest auto insurance rates and save hundreds
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
compare
Leads across all key metrics
AI engines mentioning
2 of 3
compare appears in 2 of 3 AI engines
#1 recommendations
2
compare was the #1 recommendation twice.
AI answer share
67%
compare 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 | compare Claim your company | 2 of 3 | 2 | 67% |
| 2 | Nerd Wallet Claim | 2 of 3 | 1 | 67% |
| 3 | Geico Claim | 2 of 3 | 0 | 67% |
| 4 | Raise your deductible Claim | 1 of 3 | 0 | 33% |
| 5 | Usage‑based / telematics programs Claim | 1 of 3 | 0 | 33% |
| 6 | Bundle auto with home or other policies Claim | 1 of 3 | 0 | 33% |
| 7 | Liberty Mutual Claim | 1 of 3 | 0 | 33% |
| 8 | Drop collision/comprehensive on older cars Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. compare
- 2. Raise your deductible
- 3. Usage‑based / telematics programs
- 4. Bundle auto with home or other policies
- 5. Drop collision/comprehensive on older cars
- 6. Take defensive‑driving or safe‑driving courses
+4 more in this answer
Gemini
- 1. compare
- 3. Nerd Wallet
- 4. Geico
- 5. Liberty Mutual
- 6. Mercury Insurance
- 20. Protect
Perplexity
- 1. Nerd Wallet
- 2. 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
- nerdwallet.com The Best Car Insurance Companies of 2026
- thezebra.com The Zebra: Instantly Compare Insurance Quotes
- consumerreports.org Save on Car Insurance Even If You’re a Safe Driver - Consumer Reports
- insurance.com Top ways to save on car insurance in 2026 | Insurance.com
- consumerreports.org How to Lower Your Car Insurance Rates - Consumer Reports
- experian.com How to Save on Auto Insurance: 9 Ways to Lower Your Rates
- kiplinger.com How to Cut Your Home and Auto Insurance Bills This Year
Related questions
See how this market performs for the questions customers are asking AI.
- emergency a/c repair seattle Brennan Heating & Air Conditioning
- best a/c repair seattle Brennan Heating & Air Conditioning
- How much can I save by bundling auto and home insurance policies State Farm
- Emergency AC repair NEXGEN Air Conditioning & Heating
- Compare insurance quotes for home and auto bundling State Farm
- Best insurance companies for auto and home bundling discounts State Farm
- Easy to understand auto insurance policies State Farm
- Affordable auto insurance quotes online GEICO
- Is it worth switching car insurance for better discounts GEICO
- Who offers CAR-T therapy in Cincinnati? UC Health CAR T-Cell Therapy Program
- How to switch car insurance easily GEICO
- best companies for bundling home and auto insurance for savings State Farm
- How quickly can I get an online loan for a leaky roof repair? OneMain Financial
- Why is my car insurance so high and how to reduce it GEICO
- Best ways to save on car insurance premiums GEICO
- best way to reduce my car insurance premium without losing coverage Geico
- quickest way to get personalized car insurance quotes compare
- find adequate car insurance coverage at the cheapest price Geico
- 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
compare currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
compare currently leads this conversation.
- #1 compare 67%
- #2 Nerd Wallet 67%
- #3 Geico 67%
- #4
- #5
- #6
- #7 Liberty Mutual 33%
- #8
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.
We work with one premium provider per service category and market.
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
- how to find the lowest auto insurance rates and save hundreds
- Market
- United States
- AI engines
- Gemini, ChatGPT, and Perplexity
- Research date
- September 15, 2026