It is when it becomes a part of the zeitgeist? Is it when the word is added to a dictionary? Is it when Google stops asking you if you meant something else when you search that word? Is Google the new dictionary?
For example:
June 22 2006:
July 06 2006:
Is Scourist a word now? Me thinks yes!