What causes carbon fiber bike frames to fail and how can I inspect my own frame at home for hidden damage
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes carbon fiber bike frames to fail and how can I inspect my own frame at home for hidden damage
1 real search · 1 real-search pass
carbon fiber bicycle frame inspection crash damage manufacturer guidance Trek Specialized carbon care inspectionGoogle ↗
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 fiber bicycle frame inspection crash damage manufacturer guidance Trek Specialized carbon care inspection Google ↗
- Carbon fiber care · media.trekbikes.com
- Carbon Fibre Care and Inspection · media.trekbikes.com
- Frame Alignment · parktool.com