Can you make mayonnaise without eggs, dairy, or soy?

i know that whole foods carries a product called vegenaise. its vegan mayonnaise, by follow your heart. its so great and taste like the real thing. not sure if u really just wanted to make your own, but i think this is way better than any of my, or my moms attempts at making raw or vegan mayonnaise.