1974 Nova SS
That looks like flash rust from being exposed too long? Knock that stuff off again, clean it with acetone or lacquer thinner and prime with epoxy primer. You can buy epoxy in a rattle can. I think that’s the best protection you can get. Self etch is a can of worms because it does not protect from moisture and has several compatibility issues.