Transshipment — exchanging seafood, crew or supplies between boats at sea — is common in many fisheries, but it creates opportunity for illegal activity involving drugs and people. This first large-scale analysis of transshipment events exposes the potential extent of the unmanaged exchange of goods at sea. The study provides first ever public view of the extent to which these exchanges could be occurring, showing the need for a global collaboration to improve fisheries management.