The calculated distance (air line) between Bari and Conversano is approximately 16 miles respectively 27 kilometers.
By car or train, the actual journey to Conversano is certainly longer, as only the direct route (as the crow flies) between Bari and Conversano has been calculated here.
Air line (approximately)
27 kilometers
14 nautical miles