In one embodiment, a method includes receiving, using one or more sensors of a first vehicle, sensor data associated with an environment surrounding the first vehicle. The method includes detecting, using the sensor data, a second vehicle in the environment surrounding the first vehicle. The method includes determining, based on the sensor data, a first movement context associated with the first vehicle and a second movement context associated with the second vehicle. The method includes coordinating, via a ride matching system, movements between the first vehicle and the second vehicle based on the first movement context associated with the first vehicle and the second movement context associated with the second vehicle.