Real ChatGPT answer · index seedFtNQ3Cet8yAcompleteAutomotive · car repair and maintenancecommercial
Which brand of synthetic oil change is best for protecting my engine during extreme winter freezing temperatures starting tonight
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which brand of synthetic oil change is best for protecting my engine during extreme winter freezing temperatures starting tonight
1 real search · 1 real-search pass
best full synthetic motor oil cold start protection 0W-20 0W-30 manufacturer specifications cold weatherGoogle ↗
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
best full synthetic motor oil cold start protection 0W-20 0W-30 manufacturer specifications cold weather Google ↗
- 0W Motor Oil – What You Need To Know | FAQ · pennzoil.com
- Cold Weather Demands | Synthetic Oils Protect Engines · pennzoil.com
- 0W-20 Castrol EDGE & GTX full synthetic · castrol.com