Recently Played Justin Bieber songs: Right Here (Album Version) (feat. Drake), Roller Coaster, The Feeling (feat. Halsey), No Sense (feat. Travis Scott), Somebody to Love (Remix) (feat. Justin Bieber), Somebody To Love Remix (feat. Usher), All Around The World (Album Version) (feat. Ludacris), Friends - Remix, 2U - FRNDS Remix, Never Say Never, The full list of Peloton classes that include Justin Bieber songs has been removed at the request of Peloton. We hope to add this feature back one day, so you can once again see which Peloton rides, Peloton Runs, or Peloton yoga classes have songs by Justin Bieber. In the meantime, you can search for artists & songs on your Peloton Bike or Tread.