I was studying the room availability pattern for a few weeks last month for Ritz in Japan and I found out that there are actually black out dates if we are checking the rooms from North America. So for some dates, you will never see rewards for that hotel I was checking cuz I was checking from North America.

But most hotels release their rooms availability (either pay or with points) about 50 weeks out.