My check engine light just came on while driving near Oakland in Pittsburgh and I need to find a trustworthy mechanic nearby who won't rip off a broke college student.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My check engine light just came on while driving near Oakland in Pittsburgh and I need to find a trustworthy mechanic nearby who won't rip off a broke college student.
4 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.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
Oakland Pittsburgh PA affordable trustworthy mechanic auto repair reviews check engine light diagnostic cost Google ↗
affordable trustworthy auto repair mechanic Google ↗
honest mechanic diagnostic check engine light Google ↗
student budget auto repair Google ↗
- Best Repair Shops for Check Engine Light Diagnosis & Testing in Pittsburgh · repairpal.com
- Auto Repair Estimate at Midas Near Me · midas.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Oakland Pittsburgh PA affordable trustworthy mechanic auto repair reviews check engine light diagnostic cost OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
affordable trustworthy auto repair mechanic OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
honest mechanic diagnostic check engine light OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
student budget auto repair OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |