Heavy metal hazardous and enduring characteristics present a noteworthy risk to both human well‐being and the ecosystem. Heavy metal level monitoring requires accurate and dependable detection techniques. This review emphasizes the requirement for sophisticated detection methods that can address the issues like sensitivity, selectivity, accuracy cost, ease of use of heavy metal ion and allow for more accurate and trustworthy monitoring using organic moiety. It offers a thorough overview of cutting‐edge organic moiety‐based heavy metal detection technique. It primarily discusses four different types of substituted core structures, including coumarin, porphyrin, Schiff bases, and terpyridine, along with their mechanisms, methods, detection limits, and appropriate metal bindings. These moieties exhibit strong coordination with heavy metal ions because of their distinct structural characteristics. They produce stable complexes with complicated ligand‐metal interactions that are useful in a variety of applications, including sensing and catalysis. Each probe was chosen based on its propensity or capacity to identify important analytes in practical applications. To increase the effectiveness and productivity of fluorescence sensing, researchers have recently been working to create new fluorescence chemosensors that can identify many ions at once.