The voice of the large fish berating Elmer at the end is very close to Mel Blanc's everyday voice.
As of 2023, it remains the only Daffy Duck cartoon from the 1950s to have never been released on home video in the United States.
The title is a play on the term 'Crack shot' - a term for an expert marksman.
Many of the sight gags would be reworked in future Roadrunner and Coyote shorts.