Let Me Rock You is the third solo studio album released by American musician and former Kiss drummer Peter Criss. Due to poor sales for his previous album, Out of Control, Let Me Rock You was not released in the United States until 1998, when it was reissued on CD. The album was produced by Vini Poncia, who previously produced Criss's 1978 solo album (officially released as a Kiss album). Let Me Rock You features the song "Feels Like Heaven", written by Criss's former bandmate, Gene Simmons. The album cover features Peter Criss for the first time without his Kiss makeup, as he did not appear on the cover of his solo album Out of Control. One year later, Kiss also decided to take off their makeup for their Lick It Up album.
Only one single from the album was released— "Tears" (with a cover of John Lennon's "Jealous Guy" as the B-side). Vinnie Cusano co-wrote the song; the same year the album was released, Cusano became known as Vinnie Vincent, replacing Kiss guitarist Ace Frehley in time for the Lick It Up album. Singer-songwriter John Waite later covered "Tears" on his 1984 Gold-certified album, No Brakes, turning the song into a top-40 hit in the U.S.
The album charted for two weeks in Norway, peaking at #29.