My number one tip to save money on an Orlando trip is to go during the off-season. This would be mid-January to early March or September to early December (not including Thanksgiving week).
The sooner you book your Orlando vacation, the better. Experts usually recommend booking your vacation at least 4 to 6 months in advance.