Having just gone through a year and a half long search for a house, I'd like to add another good rule:

If the listing lists a room, but there isn't a picture of it, there's usually a good reason.

Real life example: saw a house listed with four bedrooms, listing had pictures of two. The remaining two were unfinished to the point of not having drywall on the ceiling or finished floor materials on the floor.