Yesterday, Nintendo revealed all kinds of new Wonderful 101 details, including the promise of a demo. That demo is available now.
The demo was available yesterday in Europe and Japan, but we weren't sure exactly when it was coming stateside. Booting up the Wii U eShop confirms that it is in fact available now. I am downloading it myself as I type.
Thanks to Clint Alvarez for the news tip!