I am shopping for a new groupset today. Is the mechanical Shimano 105 R7000 still the best value for money or should I stretch my budget for electronic shifting?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am shopping for a new groupset today. Is the mechanical Shimano 105 R7000 still the best value for money or should I stretch my budget for electronic shifting?
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 R7000 vs R7100 mechanical vs 105 Di2 R7150 groupset current prices availability 2026 Google ↗
Shimano official 105 R7100 mechanical 12 speed 105 Di2 R7150 specifications compatibility 2026 Google ↗
- Rear drivetrain compatibility · productinfo.shimano.com
- Shimano groupsets for road and gravel bikes compared 2026 · cyclist.co.uk
- Shimano 105 Di2: It’s a new day · bike.shimano.com
- Shimano 105 Di2 R7100 groupset review - Road Groupset · bikeradar.com
- Product Detail Page · bike.shimano.com
- View listing · condorcycles.com
- View listing · alexscycle.com
- View listing · rondecycling.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Shimano 105 R7000 vs R7100 mechanical vs 105 Di2 R7150 groupset current prices availability 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Shimano official 105 R7100 mechanical 12 speed 105 Di2 R7150 specifications compatibility 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |