Developing sensitive, rapid, and convenient methods for the detection of residual toxic pesticides is immensely important to prevent irreversible damage to the human body. Luminescent metal−organic cages and macrocycles have shown great applications, and designing highly emissive supramolecular systems in dilute solution using metal−ligand coordination-driven self-assembly is demanded. In this study, we have demonstrated the development of a silver− carbene bond directed tetranuclear silver(I)-octacarbene metallacage [Ag 4 (L) 2 ]-(PF 6 ) 4 (1) based on an aggregation-induced emissive (AIE) cored 1,1′,1″,1‴-((1,4phenylenebis(ethene-2,1,1-triyl))tetrakis(benzene-4,1-diyl))tetrakis(3-methyl-1Himidazol-3-ium) salt (L). A 36-fold enhanced emission was observed after metallacage (1) formation when compared with the ligand (L) in dilute solution due to the restriction of intramolecular motions imparted by metal−ligand coordination. Such an increase in fluorescence made 1 a potential candidate for the detection of a broad-spectrum pesticide, 2,6-dichloro-nitroaniline (DCN). 1 was able to detect DCN efficiently by the fluorescence quenching method with a significant detection limit (1.64 ppm). A combination of static and dynamic quenching was applicable depending on the analyte concentration. The use of silver−carbene bond directed self-assembly to exploit coordination-induced emission as an alternative to AIE in dilute solution and then apply this approach to solve health and safety concerns is noteworthy and carries a lot of potential for future developments.