First they'll just insert them among the results but--no need to worry!--"clearly" labeled as ads. Then the labels get smaller and smaller. Like Quora, yahoo news, etc.
I meant the actual search results will be mangled to show ads. And that's where llms come into play: they can merge a quote from wikipedia with a pharma-sponsored ad.
