In 2017, CERN, Europe's particle-physics laboratory near Geneva, provided the proprietary, hosted version of Overleaf to its members. A survey found that Overleaf was more popular than Authorea and doDoc.

Overleaf provides templates for submission to scientific journals and conferences. For example, the IEEE and Springer (including Nature)