How does the new Shimano 105 Di2 electronic shifting hold up against the mechanical version in terms of maintenance costs for a small delivery fleet?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the new Shimano 105 Di2 electronic shifting hold up against the mechanical version in terms of maintenance costs for a small delivery fleet?
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). 2 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 Di2 R7100 maintenance requirements battery charging derailleur replacement cost mechanical 105 2026 Google ↗
Shimano 105 Di2 R7100 maintenance battery life dealer manual parts replacement costs fleet mechanical 105 comparison Google ↗
- Shimano 105 R7100 and Di2 R7150: derailleur, cable, brake service · bicyclemanual.com
- Shimano road bike groupsets: know your Tiagra from your Dura-Ace Di2 · cyclingnews.com
- SHIMANO 105: All you need to know · bike.shimano.com
- Shimano 105 Di2: It’s a new day · bike.shimano.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Shimano 105 Di2 R7100 maintenance requirements battery charging derailleur replacement cost mechanical 105 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Shimano 105 Di2 R7100 maintenance battery life dealer manual parts replacement costs fleet mechanical 105 comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |