They come in a variety of stickinesses.

Some of that hardcore 3M stuff requires use of a heat gun for removal.

If your bike spends a lot of time outdoors then the sun may fade the paint where it's exposed so any stickered frame areas will look different.

Adhesive residue usually comes off easy with Goof Off.