Hi, Michael--If you Google "Entertainment Weekly" & "fanboy," you get links to EW articles that employ the term. In my quick browse, I only saw "fanboy." In addition, I find "fanboy" in this
New York Times headline:
http://www.nytimes.com/2014/10/05/ny...boys.html?_r=0
Hope this helps!