I need to figure out what proper gear ratios I should use for a steep mountain gravel race this weekend since my current setup is killing my knees on the climbs.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to figure out what proper gear ratios I should use for a steep mountain gravel race this weekend since my current setup is killing my knees on the climbs.
1 real search · 1 real-search pass
gravel bike gearing steep climbs low gear ratio cadence knee pain recommended gear ratiosGoogle ↗
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). 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
gravel bike gearing steep climbs low gear ratio cadence knee pain recommended gear ratios Google ↗
- Gearing for steep gravel: will your easiest gear get you up? · recce.bike
- Transmission tips for long gravel tours and bikepacking · bike-magazin.de
- Gravel bike setup explained: gearing, wheel size, tyres and more · bikeradar.com