Real ChatGPT answer · index seedA2VYSoY3WMYcompleteAutomotive · car repair and maintenancelocal

Which auto repair shops in West Linn have the highest customer ratings for honesty when dealing with complex check engine light diagnostics?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which auto repair shops in West Linn have the highest customer ratings for honesty when dealing with complex check engine light diagnostics?
1 real search · 1 real-search pass
West Linn Oregon auto repair shop reviews honest check engine light diagnostics complex diagnostics customer reviewsGoogle ↗
OBSERVED

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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
West Linn Oregon auto repair shop reviews honest check engine light diagnostics complex diagnostics customer reviews Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
West Linn Oregon auto repair shop reviews honest check engine light diagnostics complex diagnostics customer reviews
OBSERVED
Google ↗
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