"You could produce that deep bass if you knew exactly where the listeners are."
I'm unsure what you are trying to say. The problem with deep bass, as far as I know, is not that it only works in certain places; it is that it can't do it at all. See the frequency response chart in the page I linked, which I suspect if anything is probably overselling its bass capabilities. As I said, I don't know if it's merely that nobody has cracked the problem, if it is somehow fundamentally impossible with this technique, or I'll add a third one here, if it's possible but impractical (i.e., "requires a 100x larger piezoelectric array" or something).
If you've really never heard one, they have a very characteristic tinny sound. Usually when you have a conventional tinny speaker, the speaker has a relatively narrow range and is missing both the low and the high ranges. With the ultrasonic speakers, the bass is entirely gone, but the response up through the higher frequencies is pristine pretty much all the way up the human range. So you get voices with no bass at all, but that are extremely, extremely clear and easy to understand because all the higher harmonics are intact, if not outright emphasized. Very distinctive sound, even if you don't notice the highly directional and sharp sound immediately the acoustic signature is unmistakable.