How do I go about getting a spot ?

Of you meant parking, I drive around and always fund free street parking coming in from Niagara St. If you meant becoming an exhibitor/vendor, they have an application process: https://www.allentownartfestival.com/artist-registration

We had to park on a side street in a 10 dollar lot