This song was released after the modest success of the Miracles-produced single "Take This Heart of Mine" in hopes that Gaye's work with the hit-making trio Holland-Dozier-Holland would bring him back to the pop top ten.
Similarly conceived with the same musical background as their previous collaboration, "How Sweet It Is (To Be Loved By You)", the song has the singer declaring to his woman to stay beside him promising her that he'll be "(her) number-one fool".
While it reached the top forty of the Billboard Top R&B Singles chart peaking at number sixteen, it performed less better than "Take This Heart of Mine" peaking at number 47 on the pop charts.