- The title is a reference to the film American Gigolo.
- When Quagmire starts stripping with the guys witnessing it, Peter says "Oh, my" in the style that has become George Takei's catch phrase.
- Stewie's comment about "the guy who killed Joan Rivers" refers to her death during a routine medical procedure, that resulted in a malpractice suit which Joan's family won in 2016.[1]
- Quagmire's Hayden Panettiere comment is in reference to numerous rumors of abuse though her life, from her father to a former boxer boyfriend and into current relations.[2]
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