Should you pre-fill with fuel if possible, yes to help avoid pump stress / heat / early wear out… do you have to, no… with many key on key off cycles, it should self prime.
http://download.brunswick-marine.com/filereader/file/pdf/5/enen/mercruiser/gasoline/879288300/879288300_5c.pdf