Most of the wheel cleaners I see in the stores have acid in them, AutoZone near my old residence in Brooklyn had all acid wheel cleaners, non that were non-acidic. I read all the back labels, caution contains acid, 2% hydrofluric or oxalyic something.
For store bought, like NAPA auto supply, try Meguiars #36, very good cleaner, a little milder than EF HI and only for wheels.
My 2 pennies,
Jason
PS simple green in an aerosol spray can is out! It foams....