The Tony Award-winning Genie will bring his magic to the set of the morning talk show.
Michelle Obama will host the event on July 18.
TheaterMania takes a sneak peek at Andrew Lloyd Webber and Tim Rice's rock opera as it gets ready to tour North America later this year.
The production is directed and choreographed by Casey Nicholaw at the New Amsterdam Theatre.
Joseph is go, go, going animated.
The production is slated to become the fourth-longest-running show on Broadway.