Real ChatGPT answer · index seed1vpo9iQHTeYcompleteAutomotive · car reliability and safetycomparison
Can you compare the long-term maintenance expenses of a used Toyota Corolla versus a used Honda Civic for a field sales rep?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the long-term maintenance expenses of a used Toyota Corolla versus a used Honda Civic for a field sales rep?
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
Toyota Corolla vs Honda Civic annual repair cost 10 year maintenance cost RepairPal CarEdge 2025 Google ↗
Toyota Corolla Honda Civic reliability common problems CVT maintenance high mileage used model years Google ↗
- Toyota Corolla vs. Honda Civic · repairpal.com
- Honda Civic Maintenance Schedule and Costs · caredge.com
- Toyota Corolla Maintenance Schedule and Costs · caredge.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Toyota Corolla vs Honda Civic annual repair cost 10 year maintenance cost RepairPal CarEdge 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Toyota Corolla Honda Civic reliability common problems CVT maintenance high mileage used model years OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |