Get the white electrical tape. Sticks good and comes off clean.
I always used return address labels and scotch tape. Mainly because it holds reasonably well and comes off without leaving any sticky on the bottle, which I hate. Maybe I'll try electrical tape. How well does sharpie writing hold up on the tape? Seems to rub off a lot of shiny surfaces.