In the case of B1Ce1Ag0.1TiO₂, the optimized dopant ratio likely achieved a synergistic effect, improving charge separation while maintaining an adequate surface area for photocatalytic reactions. The suboptimal performance of other tri-doped catalysts may result from an imbalance in dopant concentrations, leading to ineffective charge dynamics or structural defects that inhibit photocatalytic efficiency.