Try it on a not-so-noticeable spot first...
I have gotten scratches out of acrylic with sandpaper - going from coarse to fine grain. I end up with 1200 wet/dry. Then the power buffer comes out, and finally a good wax/polish.
I have not tried the clay, but I bet you would want to buff after.
8-)