The cover of Aunt Martha's Hot Iron Transfers features a vibrant yellow background with a blue and white illustration of a cat holding a book, accompanied by the text "Each Design Good For Several Stamping" and "For Embroidery, Textile Painting, Needlepoint Canvas and Other Art Crafts."