Is it better to get a certified pre-owned sedan or a brand new compact for a sixteen year old driver with a strict budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to get a certified pre-owned sedan or a brand new compact for a sixteen year old driver with a strict budget?
1 real search · 1 real-search pass
IIHS recommendations used vehicles for teenage drivers 2025 2026 safe reliable cars teen driversGoogle ↗
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
IIHS recommendations used vehicles for teenage drivers 2025 2026 safe reliable cars teen drivers Google ↗
- IIHS 2026 Safe Vehicles for Teens list · iihs.org
- Updated teen vehicle list spotlights good buys with solid safety credentials · iihs.org
- Teenagers · iihs.org