What signs indicate that my carbon wheel rims are past the point of safe repair and need immediate replacement before my next long distance weekend ride.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What signs indicate that my carbon wheel rims are past the point of safe repair and need immediate replacement before my next long distance weekend ride.
1 real search · 1 real-search pass
carbon bicycle rim damage inspection cracks delamination manufacturer safety guidance Zipp ENVE Shimano carbon wheelGoogle ↗
OBSERVEDReason
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
carbon bicycle rim damage inspection cracks delamination manufacturer safety guidance Zipp ENVE Shimano carbon wheel Google ↗
- ENVE Carbon Fiber Cycling Wheel Care · enve.com
- TO ENSURE SAFETY · si.shimano.com
- Zipp Road Wheels · docs.sram.com
- Zipp Road Wheels · docs.sram.com