The calculated distance (air line) between Geisenheim and Cologne is approximately 79 miles respectively 128 kilometers.
By car or train, the actual journey to Cologne is certainly longer, as only the direct route (as the crow flies) between Geisenheim and Cologne has been calculated here.
Air line (approximately)
128 kilometers
69 nautical miles