Duolingo shares surged nearly 30 per cent before the bell on Thursday, after its annual forecast increase buoyed investor confidence in its ability to drive user growth through AI features and social engagement, while enhancing monetization. The company is maintaining user growth by experimenting with app features, using social engagement strategies and optimizing its subscription offerings to retain users and attract new ones. Duolingo runs experiments to determine which of its subscriptions