Do I get notified anytime someone joins my group?

No. We did not want to overwhelm group administrators with notifications about players joining their group. You will only receive a notification if your group is a request to join group, and somebody has requested to join it and is awaiting your approval.

Notification when somebody requests to join your Public “Request to Join” group.