A mocha, sometimes referred to as a cafe mocha or a mochaccino, is simply a variation on a latte. Mochas can get a bit confusing, because they can be prepared in a variety of ways. Essentially, a mocha is simply a coffee drink that has chocolate added to it. The chocolate can be cocoa powder with sugar added to it, or a chocolate syrup.