Identifying privileged service accounts in Active Directory can be tricky since these accounts are often non-interactive and used by various applications and services. A good starting point is to audit accounts that have elevated permissions or that are linked to essential services, such as SQL Server, IIS, or backup software. Using tools like Cayosoft Administrator can help streamline this process by providing detailed reports on privileged accounts, making it easier to identify and secure them.