How do I choose the correct stem length and handlebar width to fix recurring shoulder numbness during my long weekend endurance rides?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I choose the correct stem length and handlebar width to fix recurring shoulder numbness during my long weekend endurance rides?
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
cycling shoulder numbness bike fit handlebar reach stem length medical advice nerve compression reputable cycling health source Google ↗
cycling hand numbness shoulder pain bike fit professional guidance sports medicine Google ↗
- Cycling injuries and bike pain: Signs your bike fit needs adjustment · health.osu.edu
- www.medicineofcycling.com · fitkitsystems.com
- Cycling Injuries · sportsmed.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cycling shoulder numbness bike fit handlebar reach stem length medical advice nerve compression reputable cycling health source OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
cycling hand numbness shoulder pain bike fit professional guidance sports medicine OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |