At he detailing place I worked one summer as a teenager we use some sort of acid to clean the chrome wire wheels. It came in bulk and we diluted it very heavily.

Can you look at the MSDS for the Castrol Wheel Cleaner? I bet the active ingrediant is just one chemical you might be able to buy raw for much cheaper.