The song was released in June 1961 and became their biggest hit since " A Fool In Love . " It peaked at number 2 on the Hot R&B Sides chart and became their third charted pop single , reaching number 14 on the Billboard Hot 100 . The single also becoming the duo 's second million-selling single ; earning them their first Grammy Award nomination for Best Rock & Roll Recording at the 4th Annual Grammy Awards . In addition to being released on the album '' Dynamite ! '' in 1962 , the song was also released on the album '' It 's Gon na Work Out Fine '' in 1963
4th Annual Grammy Awards
4th Annual Grammy Awards
It's Gonna Work Out Fine