Might have been after the fact editing, because everyone on the panel did seem surprised, but a couple of things made me suspicious.
First, the comment was made to tell them to do their act "Let us listen to your sweet music"...seemed like a good set up for what was coming.
Also, right after that, the girl gave her brother a knowing kind of look like This is not gonna be what they expect.