Chrome bumper cleaner

I liked the all natural solution of vinegar and aluminum foil that cleaned off the rust spots. It will not clean off the cloudiness off the chrome bumpers though.

I like to avoid strong chemicals when I can.
Does anyone know of a good product, preferably something all natural, that will clean the cloudiness off of chrome bumpers?

Thanks.