What LLMs cite
Safest cars for teen drivers
From recent prompt runs · US · Updated October 29, 2025
GEOGrow tested this high-intent customer question across Perplexity, Gemini, and ChatGPT. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
IIHS (Insurance Institute for Highway Safety)
Leads across all key metrics
AI engines mentioning
2 of 3
IIHS (Insurance Institute for Highway Safety) appears in 2 of 3 AI engines
#1 recommendations
1
IIHS (Insurance Institute for Highway Safety) was the #1 recommendation once.
AI answer share
67%
IIHS (Insurance Institute for Highway Safety) appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 29, 2025
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | IIHS (Insurance Institute for Highway Safety) Claim your company | 2 of 3 | 1 | 67% |
| 2 | Toyota Corolla Claim | 1 of 3 | 1 | 33% |
| 3 | NHTSA (National Highway Traffic Safety Administration) Claim | 1 of 3 | 0 | 33% |
| 4 | Subaru Impreza Claim | 1 of 3 | 0 | 33% |
| 5 | Toyota Claim | 1 of 3 | 0 | 33% |
| 6 | Honda Claim | 1 of 3 | 0 | 33% |
| 7 | Subaru Claim | 1 of 3 | 0 | 33% |
| 8 | Mazda Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
No listed companies extracted from this model’s response.
Gemini
- 1. IIHS (Insurance Institute for Highway Safety)
- 2. NHTSA (National Highway Traffic Safety Administration)
- 3. Toyota
- 4. Honda
- 5. Subaru
- 6. Mazda
+4 more in this answer
Perplexity
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- iihs.org This year's teen vehicle list offers safety for every budget - IIHS
- carfigures.com Top 10 Best Cars for Teenage Drivers 2025: Safety, Budget & Style
- kbb.com Best Cars for Teens: The List Every Parent Needs
- kunesgreenfield.com Best Cars for Teen Drivers 2025
- caranddriver.com Best Cars for Teens for 2025 - Car and Driver
- iihs.org Safe vehicles for teens
- cbsnews.com Here are the safest vehicles for new teen drivers and how ...
- edmunds.com The Safest Cars for Teens for 2025
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
IIHS (Insurance Institute for Highway Safety) currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
IIHS (Insurance Institute for Highway Safety) currently leads this conversation.
- #1
- #2 Toyota Corolla 33%
- #3
- #4 Subaru Impreza 33%
- #5 Toyota 33%
- #6 Honda 33%
- #7 Subaru 33%
- #8 Mazda 33%
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.
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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: 3 independent AI observations.
- Question tested
- Safest cars for teen drivers
- Market
- US
- AI engines
- Perplexity, Gemini, and ChatGPT
- Research date
- October 29, 2025