The calculated distance (air line) between Geisenheim and Dortmund is approximately 108 miles respectively 174 kilometers.
By car or train, the actual journey to Dortmund is certainly longer, as only the direct route (as the crow flies) between Geisenheim and Dortmund has been calculated here.
Air line (approximately)
174 kilometers
94 nautical miles