On Zillow’s website, they answer this question for us.
Over the years, Zillow has become the most visited real estate website. When we meet with a seller to list their home for sale, the topic of the Zestimate is almost always part of the conversation. To give you an idea of their accuracy, here is a screen shot from the Zillow website. Their statistics for accuracy on Phoenix homes was last updated 8/8/17.