The calculated distance (air line) between Geisenheim and Aachen is approximately 99 miles respectively 160 kilometers.
By car or train, the actual journey to Aachen is certainly longer, as only the direct route (as the crow flies) between Geisenheim and Aachen has been calculated here.
Air line (approximately)
160 kilometers
86 nautical miles