Quick update on the story.
I gave my friend the address and he drove by in his patrol car just to verify if it was the right guy.
It was.
Most normal guys can see a car and recognize its make and model from a mile away. Cops, in addition to having this ability, are trained further to notice these things and he said there wasn't a doubt in his mind that that was the same vehicle he saw the scammer in yesterday.
Call me crazy but wouldn't the license plates also tell you if that was the same car and I don't think you need to be a cop to notice that!