Airing on Paramount Plus in early December, the show will be produced by RuPaul's Drag Race producers World of Wonder.
Promising "High heels, high octaves, high competition", the producers also added, "This drag queen singing competition will blow your wig off".
Norton had previously worked as a judge on BBC's RuPaul's Drag Race UK alongside Alan Carr, Michelle Visage and of course Ru Paul. The host also presents the UK's coverage of the Eurovision Song Contest each year, as well as making a cameo appearance in Netflix film Eurovision Song Contest: The Story of Fire Saga.
Queen of the Universe had been launched last February during ViacomCBS's investor day presentation. It is to premeiere on Paramount Plus on December 2.