A panel display module and a manufacture method thereof are disclosed. The panel display includes a backlight module, a display panel, a clear cover, and reinforced glue. The backlight module has a light source module and a frame that positions the light source module and other elements to provide structural protection. The display panel is disposed on the light exiting side of the light source module. The clear cover is disposed on one side of the display panel opposite to the light source module. The reinforced glue is distributed encircling the frame and adheres respectively to the frame and to the portion of the clear cover protruding over the display panel. The reinforced glue has a first side adhering onto the frame and a second side adhering onto the clear cover.