An inflatable mattress assembly having a peripheral frame disposed around an upper periphery of the mattress forming an upper tubular periphery that provides a contiguous support surface. The peripheral frame is secured along two seams so that it is flat, smooth, and immovable. The seam where the peripheral frame is connected to the side layer creates a circumferential, horizontal indentation or groove giving the mattress an appearance that mimics a traditional two-layered pillow-top mattress. The components of the inflatable mattress assembly are in fluid communication with each other.