- The title is a spoof on the book Not Without My Daughter.
- This episode marks Brianna Buttowski's first major appearance in the series.
- The ending where Gunther and Kick drink the Cheetah Chug! X.E. shows that Kick has brown hair.
- One of the scenes where Kick chases Brianna is based on an old 80's arcade game, Frogger, complete with classic sound effects.
- A similar plot from this episode would later be used in the Clarence episode, "Lost in the Supermarket".
- A similar plot is later used in the episode "Cereal Offender" of The Loud House, which was also created by Chris Savino.