Copper sulfide nanomaterials (Cu2–xS NMs, 0 < x < 1) are p-type semiconductors with tunable stoichiometry, which exhibit localized surface plasmon resonance and carrier transport properties, enabling diverse signal transduction mechanisms and promising for developing cost-effective and high-performance sensors. To identify the primary research directions and emerging hotspots, a bibliometric analysis was conducted. It revealed rapid growth in Cu2–xS-based sensing studies and clear trends toward multimodal and integrated sensing platforms, particularly in electrochemical, optical, electrochemiluminescent, and photoelectrochemical sensors. Then, this review further analyzed how the structural features of Cu2–xS NMs influence their electronic, optical, and catalytic properties. Next, representative advances in Cu2–xS-based sensors were critically discussed, with emphasis on their practical applications in environmental monitoring, disease diagnosis, gas detection, and food safety. Despite rapid advances, challenges persist regarding long-term stability, interfacial mechanisms, and selective recognition. Addressing these issues through material engineering and integrating selective recognition strategies will be essential to bridge laboratory studies with practical implementation. Overall, this review provides a theoretical framework and technical guidance for better understanding and applying Cu2–xS NMs in advanced sensing technologies.
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