Common mistakes in logo design include relying on amateurs to design the logo, basing the logo on trends, using raster images that lose quality when resized, having a design that is too complex, depending solely on color, and choosing fonts that do not match the style. A good logo design should be unique, timeless, scalable, simple, not rely on color alone, and have a well-balanced font.