1. A method for analyzing an image, the method comprising: identifying, by one or more processors, a document that includes (i) at least one image and (ii) unstructured text that is situated proximate to the image, wherein both the image and the unstructured text are concurrently displayed in the document; identifying, by one or more processors, one or more potential locations depicted in the image included in the identified document, based on an analysis of the unstructured text that is situated proximate to the image; identifying, by one or more processors, a set of images of a first potential location from the identified one or more potential locations; and determining, by one or more processors, whether an image in the set of images of the first potential location substantially matches the image included in the identified document.