How does machine learning improve CRO processes?

Machine learning, or ML, improves CRO by analyzing large datasets to identify patterns in user behavior. With ML, businesses can predict (with great accuracy) which elements on a website will drive conversions and optimize them accordingly. It can also automate A/B testing by learning from user interactions and refining strategies over time. ML tools can further personalize content and offers based on individual preferences, improving engagement and conversions. So, by leveraging historical data, machine learning helps businesses make data-driven decisions faster and more effectively.