Help me figure out selecting proper gear ratios for cargo bikes climbing steep city hills without burning out my staff
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Help me figure out selecting proper gear ratios for cargo bikes climbing steep city hills without burning out my staff
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
cargo bike gearing gear inches climbing loaded bicycle cadence low gearing technical guide Google ↗
Shimano cargo bike drivetrain maximum sprocket chainring gear ratio climbing technical documentation Google ↗
- Picking Gears for Cargo Bikes · worksmancycles.com
- CHOOSING A BICYCLE · adventurecycling.org
- What Cyclists Need to Know About Gearing · velosurance.com
- DYNA-SYS11 · bike.shimano.com
- productinfo.shimano.com · productinfo.shimano.com
- Electric Cargo Bike Buying Guide | Family & Hauling | JE James Cycles · jejamescycles.com
- LESSON 3: SPINNING AND GEARING · nycc.org
- Best Practices For Shifting Gears On Cargo E Bikes · regencargobikes.com
- Cycling Uphill: Cadence, Gearing, and Power · usacycling.org
- Layout 1 · shapeamerica.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cargo bike gearing gear inches climbing loaded bicycle cadence low gearing technical guide OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Shimano cargo bike drivetrain maximum sprocket chainring gear ratio climbing technical documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |