Is upgrading from Sora to a Shimano 105 groupset going to make a noticeable difference in my climbing speed on steep campus hills?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is upgrading from Sora to a Shimano 105 groupset going to make a noticeable difference in my climbing speed on steep campus hills?
1 real search · 1 real-search pass
Shimano Sora R3000 vs Shimano 105 R7100 weight gearing cassette climbing differences official specificationsGoogle ↗
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
Shimano Sora R3000 vs Shimano 105 R7100 weight gearing cassette climbing differences official specifications Google ↗
- Cassette <table id="e1"> <tr><th>Series</th><th>D · productinfo.shimano.com
- Shimano 105 | Road Cycling Components · bike.shimano.com