The present invention provides a pool cover support system for installing a pool cover without touching the water in the pool. In one embodiment of the present invention, the system includes a flotation device including a frame extending upwardly from a base of the flotation device. The perimeter of the frame can be attached with a plurality of attachment cords to the outside ledge of the pool. Clips at one end of the attachment cords can be used for expeditiously attaching the frame to the ledge of the pool. The attachment cords and the frame can be used to support a light weight pool cover.