What are the cheapest cars to maintain for a retiree who only drives to the grocery store and church on Sundays
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the cheapest cars to maintain for a retiree who only drives to the grocery store and church on Sundays
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).
Searches and sources
ChatGPT2 real searches · gpt-6
lowest maintenance cost cars 2026 Toyota Corolla Honda Civic Mazda3 reliability maintenance repair cost Google ↗
cheapest cars to maintain annual repair costs Toyota Corolla Honda Civic Mazda3 Buick Encore 2025 RepairPal Google ↗
- Toyota Corolla vs. Honda Civic · repairpal.com
- Mazda3 vs. Honda Civic · repairpal.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
lowest maintenance cost cars 2026 Toyota Corolla Honda Civic Mazda3 reliability maintenance repair cost OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
cheapest cars to maintain annual repair costs Toyota Corolla Honda Civic Mazda3 Buick Encore 2025 RepairPal OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |