which affordable electronic groupsets are currently on the market for upgrading an older endurance frame
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
which affordable electronic groupsets are currently on the market for upgrading an older endurance frame
1 real search · 1 real-search pass
2026 affordable electronic road bike groupsets Shimano 105 Di2 SRAM Rival AXS Wheeltop EDS L-TWOO eRX prices compatibility older framesGoogle ↗
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
2026 affordable electronic road bike groupsets Shimano 105 Di2 SRAM Rival AXS Wheeltop EDS L-TWOO eRX prices compatibility older frames Google ↗
- Wheeltop EDS-TX Electronic Shifting Review · bicycling.com
- WHEELTOP EDS TX Wireless Carbon Electronic Shifter/Derailleur (Road Bi · wheeltop.us
- Pre-Purchase Information · wheeltop.com
- Shimano 105 Di2 vs. SRAM Rival AXS · bicycling.com
- NEW SRAM Rival AXS E1 Groupset Kit - 2x12, 36t Max, Road, All-Road · aroundthecycle.com
- Road and Gravel Groupsets 2026: Every Tier Compared · pedalbrief.com
- Shimano 105 Di2 vs SRAM Rival eTap AXS · bikeradar.com
- Shimano groupsets for road and gravel bikes compared 2026 · cyclist.co.uk