The scene in which Archie tries to approach the Girl at the Bar was originally going to include three girls all rejecting Archie at once. But the night before the shoot, all three actresses backed out of the film, and the scene had to be re-worked to include only one girl.
Due to the large height difference between Ryan Gilmartin and Rianna Windust - who played Courtney-Linn. Windust had to stand on a lighting case for all the shots involving them standing together.
A cut character, called 'Jimmy No-hands' was originally planned for the film. The character would have been a double amputee and would have appeared in the scene in which Archie is overwhelmed with Blaze notifications.
Director Louis Mooney spent roughly a month researching for the film by using the internet dating app 'Tinder' - he claims that he found the experience "Depressing."
PVA glue was applied to Ryan Gilmartin's hand for the 'alarm clock' scene.