WD40 is known for that. When I didn't have any, I have used mineral spirits to remove OLD stuck on duct tape from my vinyl back seat. I used a drill with one of those brillo wheels on it, and covered the brillo wheel with a hand towel with some mineral spirits on it. Otherwise it would have been a lot of manual labor..