I've done that. I use my originals to mount my winter tires and the finish was crap.
I cleaned the wheels and sprayed them with plasti-Dip. A year and a half after a Canadian winter, gravel, salt and all, they still look good.
In fact, I plasti-Dipped my grill 3 years ago and it is still holding up.