Many Rogue SEO attack sites will only work if the referrer is from a Google query.
If the URL is visited from other source, the potential victim, will be directed away from the scareware. So where is it that the bad guys are currently forwarding non-Google visitors? CNN.com.
This video demonstrates with a recent Google trend: