 The music video for " Poison " was filmed over one day in an empty warehouse in Los Angeles , with Joseph Khan serving as the director and Rich & Tone as the choreographers. the music video for " Poison " features Scherzinger " sporting a skintight ninja outfit as she dance @-@ fights with baddies . " The video 's superhero theme has been compared to Kahn 's " Toxic " music video for Britney Spears . 
