You receive a membership card for it?
There is no membership card for Global Entry - it is linked to your passport. You scan the passport at the kiosk, scan your right hand, and off you go...
In addition, there is a little sticker they put on the last page of your passport to show the customs guys (that's the long line
after you pick up your luggage) that you're entitled to cut in front of the line.