What are the top five reliable used commuter cars that insurance companies will not charge a fortune for a twenty two year old driver?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top five reliable used commuter cars that insurance companies will not charge a fortune for a twenty two year old driver?
1 real search · 1 real-search pass
best reliable used cars low insurance costs young drivers 2025 2026 Toyota Corolla Mazda3 Honda Civic insurance rates 22 year oldGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
best reliable used cars low insurance costs young drivers 2025 2026 Toyota Corolla Mazda3 Honda Civic insurance rates 22 year old Google ↗
- Most Reliable Used Small Cars for 2026 · iseecars.com
- Safe vehicles for teens · iihs.org
- What Is the Best Car for Teens & New Drivers? · progressive.com