How do you remove old tape residue from automobile paint finish?

Compund W might do the trick. But do NOT use a lot, as it would also remove the vehicle's paint finish.

I had a scrape on my driver door and I used some Compound W on it. Now, you have to get about an inch from the door to tell there was a scrape there.