Guild Championship Shop becomes available at team level 30. You can access it by tapping Merchant on the Global Championship main screen:
You can also select the Guild Championship Shop tab when you open any other Shop:
Here, you can exchange Global Championship trophies for Guild War trophies and purchase Boosters, unique avatars, and avatar frames.
This shop cannot be refreshed, and goods are always the same.