Real ChatGPT answer · index seedB2lRzLw7M8ccompleteAutomotive · car repair and maintenancebrand

Are Pep Boys prices for standard brake jobs actually cheaper than local independent shops for small business vans?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Pep Boys prices for standard brake jobs actually cheaper than local independent shops for small business vans?
1 real search · 1 real-search pass
Pep Boys brake service pricing vs independent auto repair shop brake job cost 2026 commercial van CaliforniaGoogle ↗
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
Pep Boys brake service pricing vs independent auto repair shop brake job cost 2026 commercial van California Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pep Boys brake service pricing vs independent auto repair shop brake job cost 2026 commercial van California
OBSERVED
Google ↗
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