Participants in a study that compared an alcohol intervention app (Step Away) to an Artificial Intelligence (AI) version (Step Away Chatbot), emphasize that positivity, personalization, tailored tips and the ability to track their drinking were the most helpful features for sustaining their engagement with the program.