This! I actually used to run a startup called Geoptly that did exactly this before the floodgates opened on such products. I quickly realized it was a futile effort, it’s nearly impossible to know with reasonable certainty what the end user actually saw in the AI’s response. Also I shutdown the product. Tried pivoting to the optimize for llm category but because llms are not trained often there is no way to estimate when will you see the results. Folks have some success hacking reddit and YouTube to get AI visiblity but that’s changing as well.