Undervaluing web audiences

Fred Wilson posted yesterday about overcounting web audiences, highlighting a study on the topic put out by comScore.
The goals of comScore’s research, of course, is to make the case for panel data in accurately measuring audience. Fred’s conclusion is more general:
You cannot rely on your own analytics data. You need third party data as well. […]