Compare the aerodynamic benefits of deep section carbon wheels versus a aero helmet for an amateur time trial
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the aerodynamic benefits of deep section carbon wheels versus a aero helmet for an amateur time trial
1 real search · 1 real-search pass
time trial aerodynamic helmet drag savings wind tunnel study deep section wheels comparison cycling aeroGoogle ↗
OBSERVEDComparison
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
time trial aerodynamic helmet drag savings wind tunnel study deep section wheels comparison cycling aero Google ↗
- Wind tunnel tested: 47 helmets go head to head in world's most comprehensive aero shootout · cyclingnews.com
- Wind tunnel tested: 47 helmets go head to head in world's most comprehensive aero shootout · cyclingnews.com
- Wind Tunnel tested: Deep-section vs shallow-section wheels · cyclingnews.com
- We took 23 aero bike helmets to the wind tunnel, here are the results · cyclingnews.com