The title of the show is a mixture of ideas. Bob Odenkirk suggested to have "Tim and Eric" in the title, Eric Wareheim suggested the name "Awesome Show", and Tim Heidecker suggested the name "Great Job". The comma (,) and the exclamation point were added then for comedic effect.