Spectroscopic probes may be defined as the reagents that can react with analytes, accompanied by the changes of their spectroscopic (chromogenic, or luminescent including chemiluminescent) properties; based on such changes the analytes can thus be determined. Spectroscopic probes have attracted continually growing attention because of their powerful ability to improve analytical sensitivity, and especially to offer greater temporal and spatial resolution for in vivo imaging studies. In recent years, resorufin-based spectroscopic probes have been developed greatly, possibly resulting from its superior properties such as long analytical wavelength, high quantum yield, good water-solubility and non-cytotoxicity. In particular, the spectroscopic signal of resorufin is easily quenched via 7-hydroxy substitution, which provides a convenient platform for preparing a spectroscopic probe with extremely low background signal. So far, this behavior has been widely used to design excellent resorufin-based spectroscopic probes for various analytes, such as enzymes, ions and reactive oxygen species. In the present paper, we will briefly review the progress of resorufin-based spectroscopic probes, including their design strategies, reaction mechanisms and analytical applications.