Yes, got the trailer dolly on sale, about the same price as your Harbour Freight.
It works perfectly on a level surface... but pushing uphill..or trying to prevent a runaway on a downhill slope..not so much for my 2000 pound rig.
I sometimes get the wife behind the boat helping to push but am concerned for her safety if I lost control.