From a report in the Wall Street Journal.

The calculations behind online estimates is adding confusion to an already tricky housing market.

Personally, I have found the Zillow tool great fun and often informative of trends and high-level statistics. The reality is, that as a valuation source, Zillow can’t possible know the intricacies of the home, street appeal, neighborhood conditions etc.