Don't think that you can just hop in the shower and rinse your body makeup off with regular body wash. To remove long-lasting body makeup, look for a creamy cleanser designed to remove heavy-duty makeup. When using creamy makeup removers, Koury says to apply it directly over the camouflaged area and massage in circular motions, and then wipe it off with a towel.