Nature is full of so-called real-world complex systems, such as protein interactions. To study them, reconstruction of complex networks is key as the data available is often inaccurate. In this context, link prediction matters. Scientists have developed a valuable reference for the choice of a suitable algorithm for link prediction depending on the chosen network structure.