In Yoshi's Cookie, the goal is to clear rows and columns of cookies by matching them. You can swap adjacent cookies vertically or horizontally to create matches of the same type. The more matches you make, the higher your score. As you progress, the game introduces new challenges, such as obstacles and faster cookie drops, keeping the gameplay fresh and engaging.