The name of this part is named after Chuck Berry's classic: "Johnny B. Goode."
A cutaway shows Stewie as “Short Round” from Indiana Jones and the Temple of Doom. In it, Stewie says “Lady only here cause she humping director!” a reference to director Steven Spielberg’s later marriage to actress Kate Capshaw.
Stewie tells a fan to catch a foul ball while attending a Chicago Cubs game at Wrigley Field, which is reference to Steve Bartman, a fan whose actions some fans say affected the outcome of Game 6 of the 2003 National League Championship Series between the Cubs and the Florida Marlins when he caught a ball which could have been caught by the Cubs outfielder, Moisés Alou.