The SARS-CoV-2 virus is continuously evolving and structural changes to the virus may impact the efficacy of antibody therapies and vaccines. A study describes the structural and functional landscape of neutralizing antibodies against SARS-CoV-2 spike protein and discuss the effects of mutations on the virus spike protein that may allow it to evade antibody responses.