Real ChatGPT answer · index seedD96CwDN53L4completeAutomotive · car reliability and safetycommercial
Which inexpensive cars have the highest reliability scores for driving grandchildren to school safely
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which inexpensive cars have the highest reliability scores for driving grandchildren to school safely
1 real search · 1 real-search pass
2025 2026 most reliable affordable cars reliability ratings Toyota Corolla Honda Civic Mazda3 safety IIHS Top Safety PickGoogle ↗
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
2025 2026 most reliable affordable cars reliability ratings Toyota Corolla Honda Civic Mazda3 safety IIHS Top Safety Pick Google ↗
- 2026 TOP SAFETY PICKs · iihs.org
- Toyota Corolla Vs. Honda Civic Vs. Mazda3: Which One Is Most Reliable? There's One Winner · autoblog.com
- 2025 TOP SAFETY PICKs · iihs.org
- Current ratings for Small cars · iihs.org
- CR BUYING GUIDE 2026 · scplva-media.s3.amazonaws.com