Joan Howell, a young and pretty maid-for-hire, meets and begins dating wealthy New York City businessman Tom Milford. Embarrassed about bringing him back to her tiny apartment that she shares with her roommate Audrey, Joan brings Tom over to a fancy apartment that she cleans on a daily basis not knowing that it's his place. Tom plays along with the charade despite not knowing who Joan really is, while she tries to tidy up Tom's place not knowing who he really is. Written by Matthew Patay
Unfortunately the movie That Funny Feeling is not yet available on HBO Max.
| Production | Harry Keller | Producer |
| Sound | Bobby Darin | Music |
| Camera | Clifford Stine | Director of Photography |
| Editing | Gene Milford | Editor |
| Art | Alexander Golitzen | Art Direction |
| Art | George C. Webb | Art Direction |
| Art | Julia Heron | Set Decoration |
| Art | John McCarthy Jr. | Set Decoration |
| Costume & Make-Up | Jean Louis | Costumer |
| Costume & Make-Up | Larry Germain | Hairstylist |
| Costume & Make-Up | Bud Westmore | Makeup Artist |
| Production | Edward Muhl | Executive In Charge Of Production |
| Production | Howard Pine | Unit Production Manager |
| Directing | Joseph E. Kenney | Assistant Director |
| Sound | Lyle Cain | Sound |
| Sound | Waldon O. Watson | Sound |
| Visual Effects | Albert Whitlock | Visual Effects |
| Sound | Joseph Gershenson | Music Supervisor |
| Directing | Richard Thorpe | Director |
| Writing | David R. Schwartz | Screenplay |
| Writing | Norman Barasch | Story |
| Writing | Carroll Moore | Story |
