Considered by Halliwell herself as her favourite song on the album, "Calling" was chosen as its third and last single in November 2001. It matched the moderate success of previous single, peaking at number seven in the United Kingdom, and reached better positions in Germany and Switzerland than the title track. Due to the underwhelming performance of the single, no further singles from "Scream If You Wanna Go Faster" were released, and Halliwell moved to Los Angeles for several months and took a break from the music industry.