Real ChatGPT answer · index seedyASDgjJzVgYcompleteAutomotive · car reliability and safetycommercial
Are there any dependable commuter cars under ten thousand dollars that do not suffer from the Honda Civic transmission failure rates I keep reading about?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any dependable commuter cars under ten thousand dollars that do not suffer from the Honda Civic transmission failure rates I keep reading about?
3 real searches · 1 real-search pass
most reliable used cars under $10000 Toyota Corolla Mazda3 Toyota Camry Honda Fit conventional automatic transmission model years reliabilityGoogle ↗
OBSERVEDComparison
Honda Civic CVT transmission problems model years reliability complaints NHTSAGoogle ↗
OBSERVEDReason
used cars under $10000 reliable commuter Toyota Corolla Mazda3 Scion Toyota Matrix years automatic transmission reliabilityGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
most reliable used cars under $10000 Toyota Corolla Mazda3 Toyota Camry Honda Fit conventional automatic transmission model years reliability Google ↗
Honda Civic CVT transmission problems model years reliability complaints NHTSA Google ↗
used cars under $10000 reliable commuter Toyota Corolla Mazda3 Scion Toyota Matrix years automatic transmission reliability Google ↗
- Best Used Cars and SUVs Under $10,000 · consumerreports.org
- Best Used Cars and SUVs Under $10,000 · consumerreports.org
- Honda Automobile Division · static.nhtsa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
most reliable used cars under $10000 Toyota Corolla Mazda3 Toyota Camry Honda Fit conventional automatic transmission model years reliability OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Honda Civic CVT transmission problems model years reliability complaints NHTSA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
used cars under $10000 reliable commuter Toyota Corolla Mazda3 Scion Toyota Matrix years automatic transmission reliability OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |