Query Facebook for a list of location IDs near your location -> use those location IDs to get photos tagged with that location on Instagram -> wait for response for all of those photos to come back and then sort by recently taken. It ends up taking fairly long.
I still made the app anyway: https://itunes.apple.com/ca/app/feels-see-what-it-feels-like... but I am going to transition to using public Snapchat stories.