Compelling fantasy villains are more than just one-dimensional antagonists. Give them complex motivations and backgrounds that explain their actions. Show their perspective and reasons for opposing the protagonist. The best villains believe they are the heroes of their own stories, making their clashes with the protagonist more meaningful.