I am awful when I buy games, I will normally only buy them if I have read reviews or played a demo or something... but when they are having a sale or in a bargain bin or something I am shocking
I recently grabbed Dues Ex and Gangsters from a specials table and must say that I really enjoyed Dues Ex (finally finished it) while Gangsters was not quite what I was hoping for.