Originally, the show was focused on Steven Weber's character being the most cursed man on earth, hence the original title "Cursed." When that didn't work, NBC decided to revamp the show into a more general sitcom and renamed it "The Weber Show."
The show's theme song, "Miss Fortune", was performed by Liz Phair.