Recipe Overview

Personalizing content at scale is challenging. A content discovery agent curates a custom feed for each user by analyzing preferences. For example, Pinterest's AI uses an agent to pick pins based on user history and content metadata. The problem it solves is overwhelming content volume. The agent learns a user's interests and then re-ranks items accordingly, showing more of what they like. This dynamic recommendation improves engagement and user satisfaction while helping platforms surface relevant content from vast catalogs.