Chatbots are the next big thing. The reason they didn't take over is because NLP and AI sucks (and "sucks" is putting it very lightly). Current AI is stuck in a rut, and they don't even realize it. True innovation in AI will come, and surprise everyone, and like all innovations before, it will come from cutting edge scientific research.