Fragment-based drug design campaigns rely on initial fragment screens thoroughly exploring the target binding site. However, this is not guaranteed with current fragment libraries, which are designed to be as diverse as possible. In collaboration with XChem at Diamond Light Source, I am using historic fragment screens to further understand protein-fragment interactions. This will provide a basis for the generation of target-specific fragment libraries that can more comprehensively explore the binding site and increase the potential for diverse lead compounds.