I know right? Doesn't feel HN worthy. I used to use these apps back when I played Pokémon Go and it would behave differently based on my location.
But once you've set it as at THE mock app you can't get your actual location to offset (maybe this has changed since.)
despite my attempts to make sure it ran correctly in the background it would always stop working after a while. That was the hard part at the time , making anything run in the background without the phone killing the process or eating the battery.