Cheryl describes the inspiration for this song as follows:

After reading a quote from a Westboro Baptist Church member referring to "Lady Gaga's less than beautiful singing program", I just had to write "Lady Gag's Singing Program" from WBC's point of view.

You can hear Cheryl talk about the background for this song on YouTube.