“Fall in Love” was originally announced as the second single for Estelle’s third studio album, All of Me but was ultimately left off the album as a standalone single.

Before the song’s release, John Legend and Nas jumped on it to create a remix on Estelle’s first mixtape, #ialmostmadeamixtape.