"Too Good to Be True" was written by Rodgers and Hart for the movie, but cut from the final release print.
This movie was such a box-office flop that Richard Rodgers and Lorenz Hart declined to work on two additional films for First National Studio (although their songs were about the only thing the critics liked about this movie).