Go to auto parts store.
Look for any decent metal polish (aluminum, ss type) mostly used on tire trims. Buff it out after finished with wd 40.
That was the one and only time for me. I only use a mop and bucket to apply any solution to a tile floor. I also wrap stainless steel just in case, plus the custys like it too.
It should come off unless it is a faux cover.