Are high end carbon wheelsets fragile when hitting large potholes on neglected rural roads during my long distance weekend endurance rides?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are high end carbon wheelsets fragile when hitting large potholes on neglected rural roads during my long distance 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
carbon road bike wheel impact pothole durability rim manufacturer testing hookless hooked tire pressure guidance Google ↗
road bike carbon wheel pothole damage warranty impact testing endurance wheelset durability Google ↗
- How TOUR tests: Carbon wheels · tour-magazin.de
- 14 carbon and aluminium wheelsets in the test · bike-magazin.de
- Carbon wheels vs aluminium wheels: Which should you choose? · canyon.com
- Bicycle | Hookless vs. Hooked Rims | Continental Tires · continental-tires.com
- Right road bike tire pressure - a Canyon guide · canyon.com
- Hookless rims on road bikes: the most important information · tour-magazin.de
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
carbon road bike wheel impact pothole durability rim manufacturer testing hookless hooked tire pressure guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
road bike carbon wheel pothole damage warranty impact testing endurance wheelset durability OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |