The album features guest appearances from Joyner Lucas, Royce da 5'9", Jessie Reyez, and uncredited vocals by Justin Vernon. The album is executively produced by Eminem, credited as Slim Shady, and frequent collaborator Dr. Dre. Production on the album comes from a variety of producers, including Mike Will Made It, Illa da Producer, Ronny J, Cubeatz, Backpack, Boi-1da, Jahaan Sweet, Tay Keith, Tim Suby, LoneStarr Muzik, Fred Ball, S1, Luke Wild, and Luis Resto.