Put on your turn signal. Pull over carefully, stopping just past your prime spot. That should put you 2-3 feet out from and parallel to the car in front the empty space. If a car is just leaving your space, pull up behind the space to allow room for their exit. This move will both warn oncoming traffic and mark your territory.