Having had everything from chrome wheels to painted wheels, I honestly find that soap and water is the best. The black painted wheels will respond well to medium stiffness brush if brake dust build up is a problem. The off the shelf quick spray wheel cleaners seem to all cause some sort of issue eventually, some more quickly then others. I have used "chemical guys" wheel cleaner with good results but find myself just using soap and water more then anything.