Would being a nomad be safer?

In a Zombie Apocalypse, would staying mobile on horseback, motorcycle, etc. Be safer? It'd be hard for a horde to find and surround you, raiders would have a hard time tracking you, you wouldn't wear down natural materials, food or otherwise. It just seems like a better option.

Thoughts?