When choosing AI chatbot software, important features to look for include accurate understanding and responses through natural language processing (NLP), customization options to match your brand and needs, easy integration with existing systems, and analytics for valuable insights. Prioritize software that offers scalability, multi-channel deployment, and strong security measures. The best chatbot platforms should provide advanced functionality and user-friendly interfaces.