Dan Sullivan (Dan Scanlon) grew up in Clawson, Michigan, which is also Scanlon's hometown.
The character of Tracy Knapp is a stand-in for director/actor Dan Scanlon's father, who died when Dan was very young. The loss of Scanlon's father was also an influence for Onward (2020), which he also directed.