Is the new Shimano 105 R7100 groupset significantly heavier or harder to tune than the older 11-speed version?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is the new Shimano 105 R7100 groupset significantly heavier or harder to tune than the older 11-speed version?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Shimano 105 R7100 mechanical 12 speed groupset weight compared R7000 11 speed official specifications crank cassette rear derailleur Google ↗
Shimano 105 R7100 dealer manual adjustment front derailleur 12 speed cable setup R7000 comparison Google ↗
- Shimano 105 12-speed mechanical gets official · escapecollective.com
- Shimano unveils 105 R7100 mechanical – a 12-speed road groupset for less than £1,000 · bikeradar.com
- productinfo.shimano.com · productinfo.shimano.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Shimano 105 R7100 mechanical 12 speed groupset weight compared R7000 11 speed official specifications crank cassette rear derailleur OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Shimano 105 R7100 dealer manual adjustment front derailleur 12 speed cable setup R7000 comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |