The tape may come off but the charges will still stick

from here (image source)

Clearly, when you want to take your van to the grocery store and not be outed as a predator, you need to find a way to make your lure more temporary. So long as nothing gets stuck in the adhesive residue left behind, this person may be able to make their van blend in after removing the tape - but they probably won't be so lucky.