unicorn Share definition Flag A startup worth over one billion dollars. At risk of becoming complacent or stagnant Evernote is a unicorn; unfortunately its value has dropped because of stagnant user growth startup unicorn by tomorrowtomorrow March 14, 2016 Get the unicorn mug.