Real ChatGPT answer · index seedRJvs7ZruIP8completeAutomotive · car repair and maintenancecomparison
Should I have my mechanics wash the vehicle undercarriages every week during winter road salting or is that a waste of money?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I have my mechanics wash the vehicle undercarriages every week during winter road salting or is that a waste of money?
1 real search · 1 real-search pass
vehicle undercarriage washing winter road salt frequency corrosion advice transportation agencyGoogle ↗
OBSERVEDReason
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
vehicle undercarriage washing winter road salt frequency corrosion advice transportation agency Google ↗
- AAA Warns Drivers: Winter Road Salt Can Cause Hidden, Costly Vehicle Damage · newsroom.acg.aaa.com
- How Often Should You Wash Road Salt Off Your Car? · consumerreports.org
- hfhwy00223 · dot.alaska.gov