Very easy to remove... you're just going to have sore thumbs for a day or two though. I took mine off when it was pretty cold outside. I started the peeling with a credit card, and then got the goo stuff off using leather gloves and Goo-Gone. No faded paint or anything on the SilverFrost.
Just make sure to polish or wax it after you use the Goo-Gone to protect the paint have keep the shine.