Chrome and a steel Ground Surface are very different, the Chrome is porous that is why you see / get rust spots, which are easy to remove, steel by itself will have a much greater rust bond, so is harder to remove the rust, using anything like this is not a good idea for a Ground steel surface, if you really have to use anything white vinegar will do a better job than any automotive products, can be messy though.