The genesis of this song was a girl in Glandorf Ohio happily approaching the ice cream truck, while singing to herself, "I Love the Ice Cream Man". The ice cream man was then inspired to write this song, using other encounters as lyrical cues.
The epilogue consists of two students at Bowling Green State University who wanted the experience of chasing an ice cream truck. They had no interest in buying ice cream.