In order to explore a binding site of interest and find putative binders, large chemical libraries like Enamine, with 1.36 billion molecules, 1 can be scanned. Fast and less accurate methods, such as ligand-based approaches, molecular docking and physicochemical property prediction, are used to filter this large space. Promising compounds can then be purchased, tested and active compounds improved iteratively.