Yup paint it body color. I didn't because I had no idea how it was before. I did however put a roll pan on which cleaned in up and covered it nicely. There is about an inch of contrast between the roll pan and tailgate, but the contrast looks good. If you are putting a factory bumper or just leaving nothing on the back, be sure to paint it body color.
