A Managed Apple ID is needed. The iOS Deployment Reference states, "Account-driven Device Enrollment requires a Managed Apple Account to sign in during setup, triggering MDM enrollment." Reference:
iOS Deployment Reference, "Account-driven Device Enrollment" section.
Apple Platform Deployment Guide, "Enrollment Types" section.