The group scouted several London locations to film various scenes for their music video. They liked Greenwich for its open space near the O2 arena. At Canary Wharf, they wanted to film in Cabot Square for its fountain and bridges, which would work for a romantic scene. Embankment was considered for its views of Big Ben and the London Eye at night. Shots outside Harrods were planned to represent an "expensive things" lyric. Additional scenes would be filmed at a house, school, and cemetery.