Real ChatGPT answer · index seedc7yXvY8Az2EcompleteAutomotive · car repair and maintenanceinformational
Is it actually worth paying extra for synthetic oil on a tight budget or is conventional good enough for my commute
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it actually worth paying extra for synthetic oil on a tight budget or is conventional good enough for my commute
1 real search · 1 real-search pass
conventional vs synthetic motor oil manufacturer guidance oil change intervals owner manual APIGoogle ↗
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
conventional vs synthetic motor oil manufacturer guidance oil change intervals owner manual API Google ↗
- Should You Use Synthetic Oil in Your Car? · consumerreports.org
- What You Need to Know About Motor Oil & Oil Changes · ace.aaa.com
- API’S MOTOR OIL GUIDE · api.org