The foaming bike degreaser works in a similar fashion. If needed, you can also try out WD-40's industrial strength degreaser ...

We also found that when we used a brush, none of the tested wheel cleaners did a better job than a less-expensive all-purpose cleaner. The one we tried, Zep Industrial Purple Cleaner & Degreaser ...