The Corrs were only done with their tour in New Zealand when the record company decided to release "What Can I Do", therefore a video had to be filmed rather quickly.
The Corrs var lige blevet færdige med deres turne i New Zealand, da pladeselskabet besluttede at udgive "What Can I Do", og derfor blev videoen fimlet så hurtigt.