That is super cute! I definitely think you could use that pattern for a little boy as well. Maybe use a light blue throw pillow or throw blanket on it?
I purchased this one from JCP. It's the same manufacturer as the one you have listed above. Obviously I haven't used it for it's intended purpose yet, but so far I'm very pleased with the quality and overall design of the chair.