Gnome Software has a nice Feature for Developers: If you run gnome-software --show-metainfo=/path/to/metainfo.xml, you can see how your AppStream Data looks in Gnome Software and if you got everything right before releasing. This is very useful to have, so I think it should be added to Discover as well.
Oh that is nice.