Padded Bike shorts are not necessary, but they can add a little extra comfort for newer riders who are still getting acclimated to frequent rides.
Seat covers are another option for some extra cushion.
If you are considering a cushion purchase, the Schwinn Cruiser Gel Seat Cover is compatible and works well with the Peloton Bike.