Reputation damage in the field of catalysis refers to the detrimental impact on the credibility and trustworthiness of researchers, institutions, or companies due to various factors such as scientific misconduct, ethical breaches, or failure in delivering promised results. Given the high stakes involved in catalysis research and applications, maintaining a solid reputation is crucial for continued funding, collaboration, and innovation.