First I Look at the Purse has also been covered by David Bromberg, Rod Stewart, Commander Cody and His Lost Planet Airmen, The Cortinas and Nashville Pussy. "First I Look at the Purse" was the last Contours hit featuring original lead Billy Gordon. It also features the renewed line-up of Contours, as several original members had left back in 1964. Shortly after its release, Gordon departed the group, and Motown, for good, due to personal problems. He was replaced with Joe Stubbs, brother of lead singer of fellow Motown group The Four Tops, Levi Stubbs. In the early 2000s, the Contours performed the song on the
Joe Stubbs who took over as lead in 1960. Stubbs also recorded a solo single for the Lu Pine label entitled "Keep On Loving Me", released in 1964. He joined Motown R&B group The Contours in the mid-1960s. Several original members had left in 1964, along with lead singer Billy Gordon, who had departed the following year. A renewed version of the group, with Joe Stubbs as lead singer, began recording. He provided lead vocals on their hit "Just A Little Misunderstanding", which was co-written by Stevie Wonder. The song was a Top 20 R&B Hit in 1966, peaking at #18, and