John Huston was considered as director, but producer Arthur P. Jacobs nixed the idea. Vincente Minnelli and William Wyler were also considered but Minnelli was felt to be too "old fashioned" and Wyler's reputation for expensively shooting far too many takes of a scene eliminated them from the running.
The film's US premiere was a benefit for Project HOPE (December 19, 1967) at the Loew's State Theater in New York City. The festivities were the subject of an hour-long TV show on WPIX hosted by Barry Gray. After the Chicago premiere at the Michael Todd Theater (December 20, 1967) the Hollywood opening was held at the Paramount Theater the following day. The L.A. premiere was a benefit for the Hollywood and Television Relief Fund and Joey Bishop taped his ABC talk show there. Sophie the Seal wearing a diamond necklace, Jip the Dog in a jeweled collar, Gub-Gub the Pig in a sequined harness and Chee-Chee the Chimp in white tie, tails and top hat all appeared at the Hollywood premiere.
In the song "I've Never Seen Anything Like It", Doctor Dolittle claims that the Pushmi-pullyu climbs up and down Mt. Everest. Mt. Everest was not named "Mt. Everest" until 1865. Similarly, the song "Fabulous Places" contains a reference to Tasmania; Tasmania was called "Van Dieman's Land" until 1856.