But he took offence when asked to help them break the internet, initially saying, "Let's do it," before dropping his earpiece, blowing a raspberry and departing out of a back door.
The hosts yelled at him to come back, to no avail.
Bieber is on a worldwide promotional trip on the back of his new album Purpose, due for release on November 13.