I would book now if you want to stay in a LM room because they sold out. If you're looking at a suite, I think it's safe to wait a little bit but keep in mind that some promotions exclude AoA (especially LM room).
How far in advance do they usually sell out? We are going in November also. I was going to make my reservation in May in order to make ADR's.