Next step the ads become increasingly sophisticated prompt injection to ensure they make it to the user, but the prices plummet in the meantime because the ads have low efficacy. They get purchased mostly by the scammers and by the time they start showing up in user chats they’ll be full on LLM assisted interactive user manipulation campaigns with far worse outcomes than the worst of YouTube and social media ads.