I clicked the link you provided, and it looks like a legit home, but it is not to be found on county records OR the MLS at all. Sometimes this happens with Trulia, and I'm not exactly sure why.
If you're looking at homes in that area, send me a quick email with what you're looking for and I'll send you a custom search of the MLS. I do quite a bit of business in Queen Creek so I'm very familiar with the area.
Century 21 All Star, REALTORS