It was the first of four charting singles from his self-titled debut album, and reached number 42 on the U.S.

British teen idol Tommy Steele covered "Come On, Let's Go" shortly after Valens' hit was released in the U.S. His version reached number 10 in the United Kingdom.

[1] American rock group The McCoys recorded "Come On, Let's Go" and included it on their 1966 album You Make Me Feel So Good.

[3] Los Lobos covered the song in 1987 for the soundtrack of the 1987 Ritchie Valens biographical movie La Bamba starring Lou Diamond Phillips.

Japanese experimental music group The Gerogerigegege recorded the song and included it on their 1990 album Tokyo Anal Dynamite.