Now That's What I Call Music! 37 was released on February 8, 2011. The album is the thirty-seventh edition of the (U.S.) Now series. It peaked at number 1, 2, 3, 4, 5, 6 and 7 on the Billboard 200 and has been certified 2x Platinum by the RIAA. The compilation includes seven songs which reached the Billboard Hot 100: "Love the Way You Lie", "Just the Way You Are", "Firework", "Raise Your Glass", "We R Who We R", "Only Girl (in the World)", and "Like a G6".
The cover is inspired by the NOW 47 UK cover released in 2000.