Purpura is purple-colored spots and patches that occur on the skin, and in mucus membranes, including the lining of the mouth.ConsiderationsPurpura occurs when small blood vessels leak blood under the skin.When purpura spots are less than 3 millimeters in diameter, they are called petechiae.