Systems, methods and computer program products are provided for matching a passenger with a driver for a trip to a destination. Characteristic information about a plurality of drivers is received and a plurality of selection criteria are received from the passenger. A request for the trip is received from the passenger. One of the drivers is automatically identified as a candidate driver for the trip based on the selection criteria and the characteristic information responsive to the received request. Contact information is provided to the passenger and/or the identified candidate driver to match the passenger with the identified candidate driver. One or more of the drivers may be transportation service providing companies and the request for the trip may be a reservation request for a planned trip at a scheduled time in the future and the reservation request may include a date and/or time defining the scheduled time in the future.