After experimenting, I found that applying the paint over a base coat of a similar flat color works best. Applying the color-shift paint alone takes too many layers to get it to look good, but 2 layers are sufficient over a base color.
So, check out my little black cube shelves which I painted the inside color-shifting Yellow:
And my cardboard and paper-mache desk which I painted purple and purple
