This paper explores the topological transition in acoustic metasurfaces using twisted multilayer metasurfaces, which transform in-plane acoustic pressure into a spatially distributed vector field. The authors introduce a nonlocal anisotropic design to achieve the "acoustic magic angle," where the dispersion becomes flat, enabling polarized excitations to propagate in a single direction. The first experimental observation of the acoustic topological transition from hyperbolic to elliptic dispersion is reported, demonstrating the potential for low-loss tunable polariton hybridization at the subwavelength scale. The study also includes the experimental demonstration of a twisted trilayer acoustic metasurface, showcasing the possibility of manipulating acoustic waves in various applications. The findings enrich the concepts of moiré physics and topological acoustics, providing a theoretical framework for explaining these phenomena.This paper explores the topological transition in acoustic metasurfaces using twisted multilayer metasurfaces, which transform in-plane acoustic pressure into a spatially distributed vector field. The authors introduce a nonlocal anisotropic design to achieve the "acoustic magic angle," where the dispersion becomes flat, enabling polarized excitations to propagate in a single direction. The first experimental observation of the acoustic topological transition from hyperbolic to elliptic dispersion is reported, demonstrating the potential for low-loss tunable polariton hybridization at the subwavelength scale. The study also includes the experimental demonstration of a twisted trilayer acoustic metasurface, showcasing the possibility of manipulating acoustic waves in various applications. The findings enrich the concepts of moiré physics and topological acoustics, providing a theoretical framework for explaining these phenomena.