The polymer design concept of short versus long side chains was successfully adapted to radiation-grafted membranes, the fabrication of which is an easy and up-scalable process. This concept was investigated by the generation of two model membranes based on polystyrene sulfonic acid-grafted ethylene-alt-tetrafluoroethylene, prepared using a low versus high irradiation dose. It was shown to be essential to adjust the grafting parameters of both systems to obtain two membranes with similar composition in through-plane direction. In particular, the high-dose system showed pronounced grafting fronts. A structure-property correlation was found regarding the influence of the graft lengths on the performance characteristics of electron beam-grafted ethylene-alt-tetrafluoroethylene-based proton exchange membranes, e.g. the membrane type associated with a higher number density of short grafted chains showed higher water sorption behaviour as well as increased proton conductivity, especially in the lower relative humidity range.