Yeah, some kind of mildly abrasive approach. I kinda like using AIO-type products as they do a bit of chemical cleaning too.
Watch you don't ovedo the abrasion and uncover some plastic without the coloration. Some scratches in plastic are forever, and trying to hard to fix the unfixable can lead to new and different problems.