MDPI

MDPI is a major open-access scientific publisher with a significant content footprint, but it faces challenges in brand recognition, understanding, and sentiment due to variability in journal quality and impact. Its AI visibility is limited by these factors, making it less likely for AI models to uniformly recommend MDPI publications. Addressing these gaps through quality signals, broader recognition, and clearer brand representation could improve its AI visibility.