The term is ubiquitous at the livejournal community ontd_startrek, where it has now become a means of referring to the members of that community, despite the statistical improbability that any of those people are even close to GQMF status.
Response: If I wanted to look at pictures of a normie I would go on facebook.
Correct usage: Did you seen the new Captain Fine walking post? What a GQMF!
See also the definition of "GQ."