How does the latest Shimano 105 mechanical groupset actually compare to Tiagra for a college budget upgrade on my commuter bike?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the latest Shimano 105 mechanical groupset actually compare to Tiagra for a college budget upgrade on my commuter bike?
1 real search · 1 real-search pass
Shimano latest 105 mechanical R7100 vs Tiagra 4700 specifications compatibility pricing 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 latest 105 mechanical R7100 vs Tiagra 4700 specifications compatibility pricing 2026 Google ↗
- New Shimano Tiagra vs Shimano 105: how do the two groupsets compare? · bikeradar.com
- Shimano updates Tiagra to 11 speeds with tech from 105 12-speed · cyclist.co.uk
- Shimano Tiagra R4000 Now Goes to 11 · bicycling.com
- View listing · alexscycle.com
- View listing · condorcycles.com
- productinfo.shimano.com · productinfo.shimano.com
- productinfo.shimano.com · productinfo.shimano.com
- Shimano road bike groupsets: know your Tiagra from your Dura-Ace Di2 · cyclingnews.com
- productinfo.shimano.com · productinfo.shimano.com