How do I choose the optimal gear ratios for a gravel grinding setup with steep climbs and loose gravel descents?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I choose the optimal gear ratios for a gravel grinding setup with steep climbs and loose gravel descents?
1 real search · 1 real-search pass
gravel bike gearing steep climbs 1x 2x gear ratios cassette chainring guide SRAM ShimanoGoogle ↗
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
gravel bike gearing steep climbs 1x 2x gear ratios cassette chainring guide SRAM Shimano Google ↗
- A Guide to SHIMANO 1x and 2x Gearing Setups for Gravel · bike.shimano.com
- How to Choose a Gravel Bike · rei.com