One in three internet users worldwide is a child (Livingstone, 2015), and what children see and experience online is increasingly shaped by algorithms. Yet the dominant platforms of the online world have not been constructed with the needs and interests of children in mind. Children represent an especially marginalized and vulnerable population exposed to high levels of poverty and inequality, …