The Law of Prägnanz influences visual hierarchy by guiding designers to prioritize simplicity and recognizability in their layouts. This means arranging design elements to align with how users perceive and process information. This principle allows designers to draw attention to key information and actions, making interfaces more user-friendly and efficient.