Sure it is! And depending on where you live, you might have access to the "rails to trails" sort of routes and most all of them are quite flat. I frequently use a SS on gravel. One tip I would offer is to protect your bike with tape. Either clear tape designed for the purpose or even gaffers tape can go a long way to protecting your bike's downtube for example. Or go with fenders if you want extra protection.