Real ChatGPT answer · index seed2RBBzJmvBpMcompleteAutomotive · car repair and maintenancecommercial
Compare the total cost of ownership for maintaining a used Honda Civic versus a used Nissan Altima over five years.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the total cost of ownership for maintaining a used Honda Civic versus a used Nissan Altima over five 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
Honda Civic vs Nissan Altima five year maintenance repair costs RepairPal annual maintenance cost reliability used car Google ↗
2026 used car five year total cost of ownership depreciation fuel insurance Honda Civic Nissan Altima estimates Google ↗
- Honda Civic Reliability - 2026 Ratings · repairpal.com
- Nissan Altima Repair: Service and Maintenance Cost · repairpal.com
- 2026 Honda Civic vs 2026 Nissan Altima · edmunds.com
- Honda Civic vs. Nissan Altima · iseecars.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Honda Civic vs Nissan Altima five year maintenance repair costs RepairPal annual maintenance cost reliability used car OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 used car five year total cost of ownership depreciation fuel insurance Honda Civic Nissan Altima estimates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |