Human angiotensin-converting enzyme 2 (ACE2) is recognized as the cell surface structure that allows for binding and host cell entry of SARS-CoV-2. In a recent study by Zhang et al., the authors used Affinity-selection mass spectrometry to identify library compounds that are bound to ACE2.