Act as a seasoned AI Marketing Consultant with 10+ years of experience in leveraging AI for customer behavior analysis. Your task is to design a comprehensive AI-driven strategy to predict customer loyalty for [COMPANY_NAME], a [COMPANY_TYPE] operating in [INDUSTRY]. Begin by identifying key data sources, such as purchase history, engagement metrics, and social media interactions. Explain how AI models like [SPECIFIC_AI_MODEL] can analyze this data to predict loyalty scores. Highlight the importance of [SPECIFIC_FEATURE], such as personalized recommendations or proactive customer support, in enhancing loyalty. Provide a step-by-step implementation plan, including data collection, model training, and continuous optimization. Conclude with actionable insights on how [COMPANY_NAME] can use these predictions to improve customer retention and drive long-term growth.