pickfish story fish story {n. phr.} An unlikely or improbable tale. Hunters and fishermen often exaggerate their successes by telling fish stories. Categories: add yours noun Source: A Dictionary of American Idioms Subscribe to: American IdiomsEnglish Slang Discuss