Keep it!! Try to get money back, but if the dealer balks, we all know there's a special circle in that bad afterlife place for gun dealers. You will still have a fine revolver at a good price, he will have bad karma.

Oh and report that on the site. Don't theses places all have feedback functions? Tell the world what he's like to do business with.