The Saturdays member Vanessa White features on the track and appears briefly in the music video.
White is seen wearing a wig and electric blue lipstick in the clip, while also nearly kissing her childhood friend Kidd.
'The Zoo' is the title song from Kidd's new EP, to be released on June 2.
Kidd - who finished fourth in the first series of The Voice UK last year - released 'Sick Love' from the EP of the same name in late 2012.
He is expected to release his first full studio album Oddball later this year.