I think you could ask an LLM if they were persuaded, but I don't think you'd get meaningful data from it Leaving aside the bots that are trained to answer "as

I think you could ask an LLM if they were persuaded, but I don't think you'd get meaningful data from it Leaving aside the bots that are trained to answer "as an LLM I do not have opinions..." it's going to be a very basic probabilistic yes or no based on tone and numbers of pros and cons rather than knowledge of the surrounding political context and higher order reasoning about the accuracy of the claimed pros and cons.