Just did it, it worked.
If you're going to use power, press light and keep it moving, the friction can melt plastic. Cut across the scratches or you'll dig them deeper.
By hand with a buff stick or a micro-fiber cloth would take a long time but would be safer.
Amazon does have Crystal-Kleer...