Is it worth spending extra money on a Shimano 105 Di2 electronic groupset or should a college budget stick strictly to mechanical shifting?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth spending extra money on a Shimano 105 Di2 electronic groupset or should a college budget stick strictly to mechanical shifting?
1 real search · 1 real-search pass
Shimano 105 R7100 mechanical vs 105 Di2 R7150 differences weight maintenance battery cost 2026Google ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
Shimano 105 R7100 mechanical vs 105 Di2 R7150 differences weight maintenance battery cost 2026 Google ↗
- Shimano 105 Di2 R7100 groupset review - Road Groupset · bikeradar.com
- SHIMANO 105: All you need to know · bike.shimano.com