The COVID-19 pandemic represents one of the greatest public health crises in recent history that caused unprecedented and massive disruptions of social and economic life globally. It is widely acknowledged that bats are the animal reservoir of coronavirus 2 of the severe acute respiratory syndrome (SARS-CoV-2), the causative agent of the human coronavirus disease 2019 (COVID-19). It has also long been known that coronaviruses circulate among different animal species. However, much remain to be understood of the epidemiology, the presumed existence of intermediate animal species and current and potential animal routes of SARS-Cov-2 transmission to humans. The recent observational and experimental studies also highlight the role of domestic and farmed animals in the epidemiology of COVID-19. This raises concerns of the potential spread of infection among susceptible animal species, with the risk of evolving into panzootic, and the likely occurrence of anthropozoonoses or reverse zoonosis (from humans to animals). As for other wildlife emerging pathogens, the animal-human spillover of SARS-CoV-2 is linked to a closer interface with humans, with the resulting risk of a pandemic. This knowledge has meaningful implications for the design of effective wildlife animal surveillance (epidemic intelligence) targeting CoVs in animal reservoirs, and requires the mobilization of different lines of expertise, notably veterinary epidemiologists and virologists, within a multi-disciplinary approach according to the One-Health principles.