Listen to Gee Whizz It's You online. Gee Whizz It's You is an English language song and is sung by Cliff Richard and The Shadows. Gee Whizz It's You, from the album Ultimate British Rock 'N' Roll, was released in the year 2014. The duration of the song is 2:08. Download English songs online from JioSaavn.