Thermodynamic profiling of protein–ligand binding is increasingly used during lead optimization to find ligands that bind with high affinity. In this Perspective, Gerhard Klebe discusses the importance of water, hydrogen bonds, lipophilic contacts and residual mobility in protein–ligand binding, and considers how knowledge of the influence of these factors on the enthalpic and entropic components of the resulting thermodynamic signature can be used in drug design.