It probably should, as webkit-based browsers seem to support notifaction. The problem likely that the browser needs to be configured to accept notifications - this could be indicated by [reporting a bug](https://projects-old.gnome.org/epiphany/bugreports.xhtml)
– WilfAug 15 '14 at 18:10