It also hit number 35 on the Hot Dance Music/Club Play chart, and reached gold status soon afterward.
Directed by Darren Grant, the video starts off in an amusement park with Knight and his friends getting off by a Land Rover Defender.
The music video is based on the movie Grease, with the cool guy at first overlooking the "nerdy" girl.
But when she shows up in a tight leather outfit and stubs out her cigarette (like Sandy does at the end of Grease), he finally notices her and they dance.
Choreographer Darrin Henson makes a cameo appearances in the music video, on the left to Jordan Knight in the red.