While building a conventional web crawler is an increasingly common and well-understood problem, crawling the so-called Dark Web is a significantly more difficult problem. Unlike the clear web, sites are both more difficult to find, and not as keen to be indexed. We will discuss these challenges as they pertain to building Matchlight, our dark web data intelligence platform.