Transit in Guangzhou for 12 hours

I have just book my flights throu a travel agent to go via Guangzhou to LA with China Southern Airlines. on our way home to Perth we have a 12 hr layover in Guangzhou. We have been told by the travel agent that we CANNOT leave the airport Even if we want to go to a hotel or just a look around. Do we have to appy for a transit Visa?