Wear on the amature bushings causes it to get a little out of alignment, which increases starting torque above the amount that the windings can provide. The shock caused by tapping the pump will move the amature enough for the windings to overcome static friction and start the pump.

Consider the "tap to start" as a emergency procedure to get you home. If this happens more than once over a few starts, it's time for a new pump.

Duke