Say Say Say waste[d] the rest of the album on bathos and whimsy". The "Los Angeles Times" Paul Grein also reviewed the McCartney album and opined that the singer had redeemed himself with the success of the "spunky" song "but plunged back into wimpdom with 'No More Lonely Nights'". Journalist Whitney Pastorek compared the song to McCartney's 1982 duet with Stevie Wonder, "Ebony and Ivory". She asserted that "Say Say Say" was a better song, and had a better "though slightly more nonsensical" music video, adding that the song had no "heavy-handed social content". Penn State's "The Daily Collegian" described the track as
Girlfriend (Paul McCartney song) album. This proved to be another hit single for Jackson and one of his first recordings of a Paul McCartney song. McCartney and Jackson subsequently worked together on "The Girl Is Mine" from Jackson's "Thriller", as well as "Say Say Say" and "The Man", from McCartney's "Pipes of Peace". In 1985, Jackson acquired the ATV Music Publishing catalog (which held the rights to nearly every Beatles song) uncontested by McCartney. According to McCartney, they "drifted apart" after he talked to Jackson about getting a "raise" and Jackson did not act on it. Girlfriend (Paul McCartney song) "Girlfriend" is a song