Most Pinterest algorithm guides repeat the same four pillars. This one goes deeper: Pinnability scores, the Pixie recommendation engine, PinSage graph networks, annotation matching, TransAct real-time personalization, and the Compounding Velocity effect. Based on Pinterest’s own engineering research.