Audible and Amazon have introduced an innovative, machine learning-powered visual autocomplete system, an original work that significantly enhances content discovery. This solution offers millions of users instant visual previews and personalized recommendations, streamlining the purchase process by guiding them directly to relevant titles. Leveraging historical data and intent detection, the system employs distinct DeepPLTR and two-stage probabilistic models to ensure low latency and deep personalization, setting a new benchmark for intuitive and efficient user experiences.