Listen to That's the Groovy Thing online. That's the Groovy Thing is an English language song and is sung by Red Prysock. That's the Groovy Thing, from the album Greatest Hits of 50's & 60's, Vol. 1, was released in the year 1965. The duration of the song is 2:14. Download English songs online from JioSaavn.