Raw goats milk is sold by shares here in Colorado. In the Denver area the most common price is $40 per month - that's for one gallon a week. Thus, $10 a gallon.
I've seen it as low as $30 per month and as high as $50 per month here.
I have no idea what store bought goats milk sells...