There is a call to change societies to become more sustainable. We examine how the concept of sustainability transformation has been used and find that it has been defined in many ways. The concept is still used without many real-world examples – we found only four studies that had assessed whether a multi-sectoral sustainability transformation had taken place. There is a need to further clarify what sustainability transformation means and how it can be assessed.