Real ChatGPT answer · index seedbKH7rAy4OhwcompleteAutomotive · car reliability and safetycommercial
Can you compare the long term reliability of a Mazda 3 versus a Honda Civic for someone who knows nothing about cars?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the long term reliability of a Mazda 3 versus a Honda Civic for someone who knows nothing about cars?
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
Mazda 3 vs Honda Civic long term reliability maintenance repair costs reliability ratings 2025 Google ↗
Honda Civic Mazda 3 reliability common problems model years naturally aspirated turbo CVT automatic transmission Google ↗
- Mazda3 vs. Honda Civic · repairpal.com
- Mazda3 vs. Honda Civic · repairpal.com
- The Most Reliable New Cars for the Money for 2026 · iseecars.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Mazda 3 vs Honda Civic long term reliability maintenance repair costs reliability ratings 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Honda Civic Mazda 3 reliability common problems model years naturally aspirated turbo CVT automatic transmission OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |