Which affordable new hatchbacks currently offer the lowest insurance rates and highest safety ratings for young drivers starting out in major cities?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which affordable new hatchbacks currently offer the lowest insurance rates and highest safety ratings for young drivers starting out in major cities?
1 real search · 1 real-search pass
2026 affordable new hatchbacks US insurance costs young drivers IIHS safety ratings Civic hatchback Mazda3 hatchback Prius hatchbackGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 affordable new hatchbacks US insurance costs young drivers IIHS safety ratings Civic hatchback Mazda3 hatchback Prius hatchback Google ↗
- 2026 TOP SAFETY PICKs · iihs.org
- What are the Cheapest Cars to Insure for Teenagers? · valuepenguin.com
- Best Hatchbacks for Teens for 2026 · iseecars.com
- Best Cars for Teens: The List Every Parent Needs · kbb.com
- Safest Hatchbacks for 2026 · iseecars.com
- The Cheapest Cars to Insure in 2026 · valuepenguin.com
- Cheapest Cars to Insure in California 2026 · carinsurance.com