Characterisation of the human antibody response to SARS-CoV-2 can help the design of serological tests and vaccines. Here, the authors identify two linear epitopes in SARS-CoV-2 spike protein that elicit neutralising antibodies in several patients and could thus be useful for serology and vaccine development.