Not at all. It is not difficult to get an AARP membership provided you have complete documents and proof that show your age and other details in the correct format.
If you are above 50, you will get extra benefits from the program but you need not worry if you are not over 50 as well. They give memberships to people below 50 and you can apply for it by following the simple method provided above.