no_sand_primer- So how do you paint furniture without sanding it? Easy. You need a no-sand primer. I use Zinser Bulls Eye Primer and Sealer. I like the water base version because it’s easy to use, has very little odor and the clean up is a breeze. This stuff is pretty awesome because it sticks to just about any surface without sanding, it dries quickly and is easy to paint over.