Is a used Lexus ES 350 much more expensive to maintain than a used Toyota Avalon when looking at cars that are roughly ten years old?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a used Lexus ES 350 much more expensive to maintain than a used Toyota Avalon when looking at cars that are roughly ten years old?
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). 2 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
2015 2016 Lexus ES 350 Toyota Avalon maintenance repair costs reliability comparison RepairPal Google ↗
2016 Lexus ES 350 annual repair cost 2016 Toyota Avalon annual repair cost Google ↗
- Toyota Avalon vs. Lexus ES350 · repairpal.com
- Lexus ES350 Reliability - 2026 Ratings · repairpal.com
- Toyota Avalon Reliability - 2026 Ratings · repairpal.com
- 2016 Lexus ES350 Repair: Service and Maintenance Cost · repairpal.com
- 2016 Toyota Avalon Repair: Service and Maintenance Cost · repairpal.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2015 2016 Lexus ES 350 Toyota Avalon maintenance repair costs reliability comparison RepairPal OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2016 Lexus ES 350 annual repair cost 2016 Toyota Avalon annual repair cost OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |