I've never even heard of a transfer from a private party across state lines except to a repair facility or gunsmith.
Really? It's extremely common, though perhaps not in your state. I've done a half dozen or so purchases from private parties who shipped directly to my FFL. In fact, unless it's a new online purchase, it's always been PP to FFL.