 "In Common" was written by Alicia Keys, Carlo "Illangelo" Montagnese, Taylor Parks and Billy Walsh, and produced by Illangelo.The song is heavily influenced by tropical music, as well as dancehall, having a Latin beat.It is also marked by clipped phrasing over a minimal beat with trendy Caribbean vibes, Afrobeat instrumental and icy drum patterns.