To answer my own question. The BIP itself is very clear: https://github.com/bitcoin/bips/blob/master/bip-0352.mediawiki#goals

It's great! Bob can just publish his SP address and can just passively wait and easily (but requiring some computation) watch for transactions that are addressed to him. And nobody but Bob (and the sender of course) knows that this is an SP payment