Why did Julius Caesar's enemies label him a tyrant? Julius Caesar's enemies labelled him a tyrant because he eventually assumed absolute power over Rome. Expert answered| sana08 |Points 10595|. Log in for more information. Question. Asked 21 minutes 47 seconds ago|6/1/2022 4:37:53 PM.