Listen to Gee Whiz It's You online. Gee Whiz It's You is an English language song and is sung by Cliff Richard and 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.