Listen to Drug Store Woman online. Drug Store Woman is an English language song and is sung by John Lee Hooker. Drug Store Woman, from the album John Lee Hooker Greatest Hits (All Tracks Remastered), was released in the year 2017. The duration of the song is 2:47. Download English songs online from JioSaavn.