Real ChatGPT answer · index seedwvDO3K8yG0kcompleteAutomotive · car reliability and safetycomparison
Between a used Subaru and a Honda Civic, which one is going to cost me less in unexpected transmission repairs over the next three years
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between a used Subaru and a Honda Civic, which one is going to cost me less in unexpected transmission repairs over the next three years
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
used Subaru CVT transmission reliability problems warranty extension model years Honda Civic CVT reliability transmission repair data Google ↗
Honda Civic Subaru transmission reliability repair frequency cost CVT used car 3 year ownership Google ↗
- SUBARU Subaru of America, Inc. Subaru Plaza P · static.nhtsa.gov
- 16-115-18 Service Bulletin/Repair Instructions · oemdtc.com
- 16-117-18 Service Bulletin/Repair Instructions · oemdtc.com
- Honda Civic Reliability - 2026 Ratings · repairpal.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
used Subaru CVT transmission reliability problems warranty extension model years Honda Civic CVT reliability transmission repair data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Honda Civic Subaru transmission reliability repair frequency cost CVT used car 3 year ownership OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |