<p>The detection of heavy metal ions in aqueous environments is of critical importance due to their pronounced toxicity and environmental persistence. Luminescent chemosensors have emerged as powerful analytical tools owing to their high sensitivity, rapid response, and potential for real-time monitoring. This review comprehensively examines the recent advances in luminescent chemosensor design and application for heavy metal detection, emphasizing mechanistic pathways, molecular design strategies, and photophysical principles. Representative fluorophore classes, nanomaterial- and polymer-assisted approaches, and molecular recognition motifs are analyzed for their selectivity and detection efficiency. Comparative assessments of detection limits, selectivity performance, and analytical validation in real water samples highlight the practical capabilities and limitations of current luminescent chemosensors. Challenges in field deployment, such as interference from complex matrices, stability, and reproducibility, are discussed alongside emerging methodologies and hybrid strategies aimed at overcoming these obstacles. The review also contextualizes luminescent chemosensing within the broader landscape of conventional and advanced detection technologies. Collectively, this analysis underscores the promise of luminescent chemosensors as versatile, cost-effective, and environmentally friendly platforms for heavy metal monitoring, while outlining future directions for enhancing their sensitivity, selectivity, and applicability in real-world aqueous systems.</p> Graphical Abstract <p></p>