Abstract: A method and a system for ride-sharing are provided. A share-ride request including source and destination locations is received from a passenger device of a first passenger. A first score is determined based on at least one of historical or real-time signals associated with one or more routes including the source and destination locations. The first score indicates matching of the first passenger with at least a second passenger for the share-ride. A second score is determined based on a count of vehicles available for the share-ride. A share-ride discount for the share-ride is determined based on at least the first and second scores. The vehicle selected from the available vehicles is allocated to the first passenger for the share-ride. The selected vehicle is allocated based on a confirmation of a share-ride fare, including at least the share-ride discount, for the share-ride provided by the first passenger.