Area guide:
Areas and suburbs in Qatar
Housing is here but it is an effort to get it. Best bet is to jump in a cab and get them to drive you areound to the areas so you can look for yourself.
Also, walk around as much as you can, if you see a sign or a place you like ask the security gaurd if you can look in the for lease unit/villa.