Real ChatGPT answer · index seedOUGYz0wOxagcompleteAutomotive · car repair and maintenancecomparison
Should we switch to synthetic oil before winter starts to help our older delivery vans start easier in sub zero temperatures?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should we switch to synthetic oil before winter starts to help our older delivery vans start easier in sub zero temperatures?
1 real search · 1 real-search pass
synthetic motor oil cold temperature cold cranking viscosity SAE J300 owner manual winter grade guidanceGoogle ↗
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
synthetic motor oil cold temperature cold cranking viscosity SAE J300 owner manual winter grade guidance Google ↗
- Lubrication Fundamentals · stle.org
- 0W Motor Oil – What You Need To Know | FAQ · pennzoil.com
- Cold Weather Demands | Synthetic Oils Protect Engines · pennzoil.com