Unless it is the kind of primer used for automotive work (I think it is called Sandable Primer), I don't think it will do a lot of filling. That 2000 degree stuff goes on very thin and smooth. But, hey, give it a shot. If it works well for you, let us know and might be good method for some of us as well.