This document outlines a product specification for using conversational AI to personalize the candidate experience. It suggests targeting messaging and providing a tailored experience across channels by saving language preferences, populating application fields, and using dynamic content tailored to each user. Conversational AI could be used to tell a story to potential candidates and maximize conversions, though it requires proper training to be effective. The goal is to differentiate the candidate experience and stand out from competitors by personalizing interactions.