The single debuted on Billboard magazine's Rhythm and Blues Records Chart on December 14, 1946.[3] It reached number one and remained at the top position for seventeen weeks, longer than any other Jordan single.[3] It also reached number six on the broader Billboard Best-Selling Popular Retail Records chart.[3] The flip side, "Let the Good Times Roll", peaked at number two on the R&B chart.[3]
Jordan's hit song popularized the expression "Nobody here but us chickens", but the phrase is older.[4] Its first known appearance was a joke published as a reader-submitted anecdote in Everybody's Magazine in 1908 regarding a chicken thief, formulated as, "'Deed, sah, dey ain't nobody hyah 'ceptin' us chickens."[5] From there, it was picked up by newspapers and reprinted far and wide.