To prevent the First-Time wizard from automatically popping up, a Citrix Administrator needs to ensure that the Default Admin Password has been changed and licenses are present on the appliance. If the Default Admin Password has not been changed, the system considers the setup incomplete. Similarly, if licenses are not present, the initial setup is also considered incomplete, prompting the wizard.