De film gaat over Gilbert Wooley (Lewis) een goochelaar op z'n retour die naar Japan afreist om de overzeese troepen te vermaken. Hij verliest zich gaandeweg in romantiek en sentiment ten koste van respectievelijk een Japanse weduwe en haar goedlachse neefje.
Nee, helaas is The Geisha Boy nog niet beschikbaar op Netflix in Nederland.
| Directing | Frank Tashlin | Director |
| Camera | James Grant | Assistant Camera |
| Art | Robert McCrellis | Props |
| Directing | Ralph Axness | Assistant Director |
| Costume & Make-Up | Sy Devore | Wardrobe Designer |
| Art | Hal Pereira | Art Direction |
| Sound | Walter Scharf | Original Music Composer |
| Art | Sam Comer | Set Decoration |
| Directing | Charles C. Coleman | Assistant Director |
| Writing | Frank Tashlin | Screenplay |
| Writing | Frank Tashlin | Screenstory |
| Costume & Make-Up | Nellie Manley | Hair Supervisor |
| Costume & Make-Up | Edith Head | Costume Design |
| Production | Jerry Lewis | Producer |
| Sound | Charles Grenzbach | Sound Recordist |
| Art | Tambi Larsen | Art Direction |
| Camera | Haskell B. Boggs | Director of Photography |
| Production | Jack Mintz | Producer's Assistant |
| Writing | Rudy Makoul | Story |
| Crew | John P. Fulton | Special Effects |
| Art | Robert R. Benton | Set Decoration |
| Sound | Gene Merritt | Sound Recordist |
| Editing | Alma Macrorie | Editor |
| Costume & Make-Up | Wally Westmore | Makeup Supervisor |
| Production | Ernest D. Glucksman | Associate Producer |
