Abstract: A digital search system for processing and transmitting data structures comprising information relating to points of interest based on a digital image file containing a photo taken by a device. The digital search system includes a location-based retrieval module and an image matching module for receiving and processing digital image files. The system generates a set of places of interest based on the location and heading of the device and the image-based retrieval module and transmits a final results list to the device.