It was very private. I don't think anybody was camping anywhere near me. On the weekend, a few kids would drive up and drink at the end of a road that wasn't too far away, but they drove by. I stayed for 3 nights and visited Sedona, the Village of Oak Creek, Cottonwood, Montezuma Castle, Motezuma ('s?) Well. The red dirt reminded me of the red clay in Georgia.
The sun can be brutal during the daytime, so if I stayed here again, I'd put up a good tarp for blocking it. It was quiet at night, but not really dark enough for incredible stargazing. Likewise, one day, while hiking in Sedona, it seemed cool. Sure enough, within 45 minutes, the sun was skin-burningly bright, and even my big hat wasn't enough to save me.
A drive into town for necessities was just a quick jaunt (10 minutes?)
If you want to get away to a site that is fairly secluded but still be near the trappings of town, go here. Also, visit Sedona while you're here.