Make it clean and simple. Use 3 colors max (that's including Black and White). Keep in mind that it should still reflect what your store is about. Your avatar and banner should be related somehow. Play with textures since you're using that material de most (maybe the background could be a beautiful texture of a pink fabric and the title of your shop with a classy background?). Hope that helps!
