[1] A British aristocrat, Lord Robert Brent, travels to New York City to sell some paintings.

[2] Come Out of the Pantry was the first British film to star Fay Wray, three years after her appearance in King Kong (1933).

She reportedly commented that she felt a certain resentment from the British cast and crew against the presence of an American star.

[2] The theme of the "aristocrat in disguise" as a member of the lower classes, and the scenario of romance between members of different social classes became popular tropes in fiction of the interwar period, and Come Out of the Pantry has also been compared to Jack Buchanan's other films in this genre such as A Man of Mayfair and Goodnight, Vienna (both 1932).

[8] The song was later rewritten (except for the chorus) by chap hop artist Professor Elemental in his 2012 album, Father of Invention.