A system and a method are provided for determining a preliminary route. The demand information of one or more transportation services is received from a plurality of passengers, the demand information of each of the plurality of passengers including a start and a destination; determine a plurality of preliminary stop areas based on the plurality of starts and the plurality of destinations; determine at least one preliminary route passing through the plurality of preliminary stop areas.