Yep, I agree with everything Matt says except I wouldn't allow the thinner to evaporate off, because if there's any contaminants that the thinner has lifted (oil, wax, tar, dead bugs, gasket adhesive, silicon etc etc) they'll just dry back on to the bare metal, so I'd remove as much of the wet thinner as I could with a clean lint-free cloth, and use compressed air to dry it completely.
Any good zinc-rich etch primer will work fine, you don't need a whole lot of it, just enough to spray a light "mist coat" over everything. With etch primer, "less is more". Cheers, Terry.