You can thank me later

Whether if something is deceptively [a trait] does it mean it’s the inverse of the trait or more of the trait than it appears, ie: if you call something deceptively shallow, does that mean it is shallow, but looks deep, or that it is deep but looks shallow. Hours of arguing with my family and checking numerous sources, we came to the conclusion that the phrasing can be used either way.