I believe the ArcGIS portal cause the issue. Because I see anonymous can't access the portal home page, and also ask them to enter a username and password before even showing the page. Actually, I set the portal to allow anonymous access, but I don't know why it's not allow everyone to access the organizational page. Is this is an issue with the setting?