It needs oil. Oil will break down the adhesive and shouldn't be hard to clean off of a sealed/finished surface. I've used anything from a few drops of cooking oil to peanut butter (doesn't run!) and let it sit. Depending on the adhesive it could take minutes or hours, but typically makes removal much easier.