The song has been fairly prominent in France because Tunstall had written it for the French TV Show Sam, starring Mathilde Seigner.
The series deals with a controversial junior high school teacher in France.
Tunstall said in an interview that she had started writing new material for films before her sixth studio album KIN, and she realized among all of these songs that she had written "great pop songs".
A music video was shot for "All or Nothing", showing Tunstall jumping in slow motion with a guitar in her hand.
The same kind of video was made for the track "The Healer", also part of the Golden State EP.