Same languages, same religion, same race, same ideology, same system of governance, same cuisine, same culture, same sports, same arts, same dance forms, same music - they may not have. They have common interests, thats how international relations work.
You want to call it brotherhood for internal consumption, OK.
No - I would call it sour grapes.