Real ChatGPT answer · index seedAMDP2wZP8WkcompleteAutomotive · car repair and maintenancecomparison
How does the cost of Pep Boys brake pad replacement compare to doing it yourself in an apartment complex parking lot?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the cost of Pep Boys brake pad replacement compare to doing it yourself in an apartment complex parking lot?
1 real search · 1 real-search pass
Pep Boys brake pad replacement cost 2026 parts labor average DIY brake pad replacement costGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Pep Boys brake pad replacement cost 2026 parts labor average DIY brake pad replacement cost Google ↗
- How Much Does Brake Pad Replacement Cost? (Compare Real Estimates) · nubrakes.com
- How Much Does Brake Pad Replacement Cost? (Compare Real Estimates) · nubrakes.com
- Brake Pad Replacement Cost (2026 US) · autocostguides.com
- Brake Pad Replacement Cost (2026): Pads, Rotors & Labor · repairpricelab.com
- How Much to Replace Brake Pads · aaa.com