Psychedelic Lollipop is the debut album by the rock band Blues Magoos , one of the first to have the word “psychedelic” on the sleeve. Their single “We Aint Got Nothin' Yet ” was their most successful effort, rising into the Top 10 on many national charts. Guitarist “Peppy” Theilhelm was 16 years old at the time of the single’s release.