Solution-based methods are essential because they offer versatility and control in the preparation of catalysts. This approach facilitates the uniform dispersion of active sites, the formation of complex structures, and the incorporation of various catalytic components. These methods are also scalable and reproducible, making them suitable for industrial applications.