Taking place three years after the events of Goof Troop, the film follows Goofy and his son, Max, who is now in high school, and revolves around the father-son relationship between the two as Goofy embarks on a misguided mission to bond with his son by taking him on a cross-country fishing trip.

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When Max makes a preposterous promise to a girl he has a crush on, his chances to fulfilling it seem hopeless when he is dragged onto a cross-country trip with his embarrassing father, Goofy.
- Also see An Extremely Goofy Movie preview.