It's rich and creamy and delicious — usually too tempting to pass up. Shortening on the other hand, well ... most of us know ...
If you want a thick, buttercream consistency, however, you can still use coffee creamer in similar ratios to the powdered sugar, but you'll also need to add a thickener like butter or shortening.