Real ChatGPT answer · index seedZOdoJa6x7AscompleteAutomotive · car reliability and safetycommercial
I am retired on a fixed income and need a cheap reliable commuter car that gets great gas mileage and won't cost a fortune to maintain.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am retired on a fixed income and need a cheap reliable commuter car that gets great gas mileage and won't cost a fortune to maintain.
1 real search · 1 real-search pass
2026 used car reliability maintenance costs Toyota Corolla Honda Civic Prius Honda Fit fuel economy buying adviceGoogle ↗
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 used car reliability maintenance costs Toyota Corolla Honda Civic Prius Honda Fit fuel economy buying advice Google ↗
- Best Used Car Reviews · consumerreports.org
- CR BUYING GUIDE 2026 · scplva-media.s3.amazonaws.com