What tools do I need to switch out the heavy stock aluminum wheels on my gravel bike for something lighter without messing up my cassette alignment
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What tools do I need to switch out the heavy stock aluminum wheels on my gravel bike for something lighter without messing up my cassette alignment
1 real search · 1 real-search pass
Shimano dealer manual cassette sprocket installation lockring torque freehub spacer compatibility HG XDR gravel wheel swapGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
Shimano dealer manual cassette sprocket installation lockring torque freehub spacer compatibility HG XDR gravel wheel swap Google ↗
- (English) DM-RAWH001-02 Dealer's Manual ROAD City · si.shimano.com
- XD, XD SLIM, XDR, and Splined Cassettes · docs.sram.com