Airplay devices in the Remote app

I'm using my iPad Air to Airplay music to a B&W Zeppelin. It works fine with the Music app but I want to use Remote to control my iMac and take advantage of the up next feature. When using Remote however the Zeppelin doesn't appear in the devices list although others do. Any help gratefully received.