TV First Look: Justin Bieber on 'The Simpsons' By Antoinette Bueno 8:23 AM PDT, May 9, 2013 Fox TV Ever wonder what Justin Bieber would look like as a beloved Springfield resident?Well wonder no more, as the first image from the Biebs' Simpsons cameo has been released, which features him – and his infamous old 'do -- alongside his manager Scooter Braun. Pics: Star SightingsIn the episode titled The Fabulous Baker Boy, the pop superstar will be playing himself. "He tries to get into a talent show that Bart is playing piano in and they won't admit him," Simpsons executive producer Al Jeans told Entertainment Weekly about the plot. "Draw your own conclusions." Video: Watch Ricky Gervais & Russell Brand Guest Star on 'The Simpsons'The Simpsons episode featuring Bieber airs this Sunday, May 12, on Fox.