The cigarette lighter sockets are crude.
If you only have one bike where you use the GPS break open the plastic cigarette lighter plug and wire the little circuit card direct to the bike.
I have mine in the headlight bucket connected to the park lamp circuit so its only on with the key.
The GPS works on 5 VDC, you can also use a USB adapter and a USB cable.