Real ChatGPT answer · index seed7pS0xcXfMjQcompleteAutomotive · car reliability and safetycomparison
Does the Honda Civic really have worse transmission issues than the Mazda 3? Need a quick verdict because I am holding a cashier's check right now.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does the Honda Civic really have worse transmission issues than the Mazda 3? Need a quick verdict because I am holding a cashier's check right now.
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Honda Civic CVT transmission reliability model years common problems Mazda3 6 speed automatic reliability comparison Google ↗
Honda Civic transmission recalls complaints model year NHTSA Mazda3 transmission complaints Google ↗
- Honda Civic Transmission Problems · carcomplaints.com
- The Problem Owners Report Most, Model Year by Model Year · modelyears.com
- Honda Civic vs Mazda 3 Comparison · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Honda Civic CVT transmission reliability model years common problems Mazda3 6 speed automatic reliability comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Honda Civic transmission recalls complaints model year NHTSA Mazda3 transmission complaints OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |