"Little of Your Love" was written for the movie Trainwreck, although it was not used in the movie.
The song was first performed to during the group's Summer 2016 tour of North America.
The track first was entitled by the band "Give Me Just a Little of Your Love", and featured a different musical arrangement and introduction.
The reworked version of the song was debuted by the band on May 13, 2017 on an episode of Saturday Night Live.
Pitchfork noted the clip featured similarities to their previous Want You Back video.