Case Study: Overlap achieves personalized podcast recommendations from day one with Shaped

Overlap launches personalized podcast recommendations in less than 24 hours with Shaped

Overlap, a podcast app for business and tech enthusiasts, faced the cold start problem common to new startups: they had no historical user data to power personalized recommendations. To deliver a tailored feed of podcast clips from day one, they partnered with Shaped to implement a real-time ranking solution before their public launch.

Shaped solved this by ingesting real-time user data and leveraging user and item attributes to build initial profiles. This approach allowed Overlap to provide high-quality, fair, and diverse content recommendations immediately. The entire integration was completed in less than 24 hours, enabling personalized user engagement from the outset without a rules-based system.

Overlap