In silico studies involving molecular docking, structural similarity to donepezil, and structure–property relationships were carried out to explore the active moiety or function group responsible for the anti-AChE activity and to highlight the potential of these compounds as scaffolds for the synthesis of other anti-AD drug candidates. Here, ACHE is linked to Alzheimer disease.