The calculated distance (air line) between Geisenheim and Mannheim is approximately 41 miles respectively 66 kilometers.
By car or train, the actual journey to Mannheim is certainly longer, as only the direct route (as the crow flies) between Geisenheim and Mannheim has been calculated here.
Air line (approximately)
66 kilometers
35 nautical miles