At the risk of sounding condescending, is this essentially google.com/maps?f=restaurants restricted to 500m radius around my current location?
Simply put, it is exactly that. :) The problem with querying "restaurants" in Google Maps is that it doesn't show all of the closest ones. At least not where I live at the moment. This is one of the reasons why I decided to make this.