When I suspect someone of being a scammer I ask them to meet in person "So, you live in X-town. How convenient. I'll be there in two weeks time and we can meet and close the deal in person..." If they suddenly start making excuses for not meeting in person it is time to back off.
If you exchange pictures, ask for specific angles so they can't use other peoples pics.