The importance of shared databases in catalysis cannot be overstated. They enable reproducibility, which is a cornerstone of scientific research. By providing access to comprehensive datasets, researchers can validate and build upon each other’s work, thereby accelerating scientific discovery. Moreover, shared databases help in avoiding duplication of effort, saving time and resources. They also foster collaboration across institutions and disciplines, further enriching the research landscape.