There are two sets of lounges at AA's JFK T8. You need to head to lounge that is nearest the security check-point not the one in the satellite building. Just follow signs to the Admiral's Club. It is one common entrance/reception but when you flash your AA F BP, they will give you a keycard to access the Flagship lounge which is to the side of the reception area.