At that point it's way more profitable for the LLM operator to just instruct the LLM to shill for (list of people buying ads from you), and charge the ad buyer

At that point it's way more profitable for the LLM operator to just instruct the LLM to shill for (list of people buying ads from you), and charge the ad buyer per impression.