Ad fatigue occurs when an audience becomes tired or uninterested in an advertisement, leading to decreased engagement and effectiveness. This phenomenon is often caused by overexposure to the same ad content, resulting in diminished returns for advertisers and necessitating strategic changes to maintain audience interest.