Try using Google Flights to find the best price. I used it to book for my November trip and found a fare well under the best price listed on AA.com. When I went to book the flight, Google Flights took me to AA.com to purchase. I looked at Expert Flyer (paid subscription that is well worth it!) and knew the lower price flights were available (different fare bucket).

My new go-to for booking flights!