What are the main performance differences noticed by riders upgrading stock wheelsets to carbon fiber wheels on paved paths?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main performance differences noticed by riders upgrading stock wheelsets to carbon fiber wheels on paved paths?
1 real search · 1 real-search pass
carbon road bike wheels upgrade real world differences aero drag weight acceleration rolling resistance paved roads testingGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
carbon road bike wheels upgrade real world differences aero drag weight acceleration rolling resistance paved roads testing Google ↗