Is there a noticeable aerodynamic penalty when wearing a loose club fit jersey versus an expensive aero jersey, and what is the cheapest way to close the gap?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is there a noticeable aerodynamic penalty when wearing a loose club fit jersey versus an expensive aero jersey, and what is the cheapest way to close the gap?
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 aerodynamic drag loose jersey vs tight aero jersey watts wind tunnel study clothing fit Google ↗
cycling jersey aero gains clothing fit fabric flapping drag watts wind tunnel Google ↗
- Wind tunnel tested: This aero kit can save you more watts than a $14,500 bike for 3% of the price · cyclingnews.com
- Wind tunnel clothing test: Budget vs aero jersey, skinsuit vs super suit, socks vs no socks, and more · sports.runfyers.com
- Riding against the wind: a review of competition cycling aerodynamics | Sports Engineering · link.springer.com
- Low Aerodynamic Drag Suit for Cycling · scitepress.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cycling aerodynamic drag loose jersey vs tight aero jersey watts wind tunnel study clothing fit OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
cycling jersey aero gains clothing fit fabric flapping drag watts wind tunnel OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |