Real ChatGPT answer · index seed7qCm8e4hvegcompleteAutomotive · car reliability and safetyinformational
Why do people always talk about pre-purchase inspections and what are the best steps to find a trustworthy mechanic in a new college town?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do people always talk about pre-purchase inspections and what are the best steps to find a trustworthy mechanic in a new college town?
1 real search · 1 real-search pass
consumer advice how to choose a trustworthy auto repair shop ASE FTC pre-purchase vehicle inspection checklistGoogle ↗
OBSERVEDInstruction
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
consumer advice how to choose a trustworthy auto repair shop ASE FTC pre-purchase vehicle inspection checklist Google ↗
- ASE's official website · ase.com
- Auto Repair Basics · consumer.ftc.gov
- How to Find a High-Quality Car Repair Shop · consumerreports.org
- Finding an Auto Repair Shop You Can Trust · aaa.com
- Vehicles & Travel · iowaattorneygeneral.gov
- Better Business Bureau · bbb.org
- RepairPal · repairpal.com
- NHTSA Recalls · nhtsa.gov