Listen to Gee Whiz It's You online. Gee Whiz It's You is an English language song and is sung by Cliff Richard & The Shadows. Gee Whiz It's You, from the album Rockin' With Cliff Richard, was released in the year 1997. The duration of the song is 2:01. Download English songs online from JioSaavn.