We have for years used a tow ball mounted bike carrier, but now have some nice new e-bikes - Trek Powerfly with Bosch motors. Bosch say not to carry e-bikes on a car carrier in the rain as the air movement at speed can force water past the seals.
Is this a real concern? Or are they just warning...