Signal amplification is essential because many biological and chemical processes involve low-concentration analytes that produce weak signals. Detecting these weak signals is challenging with conventional methods. By leveraging nanomaterials, it is possible to amplify these signals, thereby improving the sensitivity and accuracy of detection systems. Enhanced signal amplification can lead to early disease diagnosis, better environmental monitoring, and more efficient communication systems.