Gunosy is a news curation application with the mission of optimally delivering information to people all over the world. Gunosy boasts over 11 million registered users, making it the largest-scale news curation app in Japan. We recently introduced video promotion ads, which have been exploding in popularity. We also analyze our users' interests to optimize what ads are shown, which allows us to achieve a high level of cost-effectiveness.