Geometric visualization in mathematics involves representing abstract concepts through visual forms such as diagrams, graphs, and models. It enhances understanding by making complex ideas more intuitive, facilitating problem-solving and exploration of spatial relationships. This approach bridges algebraic and geometric thinking, aiding in the comprehension of shapes, structures, and patterns across various mathematical fields.