A touch panel manufacturing method, a touch panel and a display device are provided, and the method includes: forming a black frame on a substrate; forming a removable adhesive layer in a display region of the substrate having the black frame; forming a metal layer on the black frame and the removable adhesive layer; removing the removable adhesive layer in the display region and a first part of the metal layer located in the display region; performing photolithography on the substrate where the removable adhesive layer and first part of the metal layer have been removed, thus producing a touch panel.