The celebrity panel of Jamie Chung, Cedric the Entertainer, Iliza Shlesinger, and Ross Mathews is faced with finding the person who holds the national land speed record, a former NFL pro turned opera singer, a person who makes a living as a nude art model, and the world's fastest auctioneer.

Oliver Hudson, Candace Cameron Bure, Kal Penn, and Ross Matthews make up the celebrity panel, and are presented with a variety of participants with interesting stories, from a drumming prodigy to a Miss America coach and an original model on The Price is Right.