When I lived back in Qld (3yrs ago now) I tried to do the same. I searched 'shavings' instead of bedding and got some different results.
Just a thought. Good luck!
Do you have a Pet Barn where you live? Because I'm in Townsville and ours sells bags of Aspen. Not sure of the price though but it should be reasonable.