Mathematical models often possess symmetries, either because of actual symmetries of the situation being modelled, or as approximations. It is well-known that these symmetries often impose restrictions on the solutions to these models. In this paper, we investigate the role of rotational symmetry in certain integro-difference equations, and study the existence of rotating wave solutions to these equations. We perform explicit computations in the case where the integration kernel is a Gaussian distribution, which often occurs in applications.