Conversational AI—i.e., chatbots, talking robots, conversational agents and dialogue systems—offers a promising affordance for language learning: a low-anxiety environment for meaningful interactional practice that can potentially be controlled for complexity and targeted exposure, scaffolding strategies and corrective feedback.