Based on Games of Nonchalance, an alternate reality game in San Francisco which ran from 2008 to 2011.
Filmed in Old City, Philadelphia 7/18/2019 As well as Rittenhouse Square
Other shots were on 3rd and South St. where he first meets Simone in the shop.