A reinforced closure anchor includes a first layer having an adhesive side, an opposite non-adhesive side, and an outer edge. An anchor member layer having a reinforcing structure is disposed on the first layer. The anchor member includes an adhesive side and an opposite non-adhesive side. The anchor member adhesive side is adhered to the first layer non-adhesive side or the first layer adhesive side. The anchor member may be generally centered between ends of the first layer, the anchor member may extend to portions of the outer edge of the first layer, and the anchor member may have a shape that generally corresponds in shape to a middle portion of the first layer.