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Without knowing more, it's pretty tough to say. Lots of things can give you 'spurious traffic' but without conversion, as you said, it's worthless.
The log files / and a good stats program / should give you the answer...if not and no referrers are to be found, it could have been an email blast, forum drop, or what not.
Any number of things, really. :)