Black velvet cupcakes get their name from the black cocoa powder in them. The word "velvet" describes the texture of the cupcakes, which is typically moist, tender, and smooth. They're reminiscent of red velvet cupcakes, which use red food coloring. However, the beauty of this cupcake batter is that it does not require any black food coloring! The frosting does use just a bit, though.