Someone told me that Zombieville (made with Unity3d) has been sold 200,000 times, better than many AAA games. So it will work if it plays well, makes fun, has consistent art style:
http://www.zombievilleusa.com/

But to be on the safe side it might be better to publish not only on PC. Publishing on Mac, web or iPhone will raise chances a lot.