How do I calculate the ideal gear inches for loaded bikepacking in the Rockies using a 1x GRX setup versus a traditional compact double?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I calculate the ideal gear inches for loaded bikepacking in the Rockies using a 1x GRX setup versus a traditional compact double?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Shimano GRX 1x 12 speed drivetrain cassette chainring specifications 10-51 10-45 official Shimano Google ↗
Shimano GRX 2x compact crank 48 31 cassette 11-34 gear range official specifications Google ↗
- A Guide to SHIMANO 1x and 2x Gearing Setups for Gravel · bike.shimano.com
- productinfo.shimano.com · productinfo.shimano.com
- New SHIMANO GRX 12-Speed Mechanical · bike.shimano.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Shimano GRX 1x 12 speed drivetrain cassette chainring specifications 10-51 10-45 official Shimano OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Shimano GRX 2x compact crank 48 31 cassette 11-34 gear range official specifications OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |