Components within synthetic chemical and natural product extract libraries often interfere with fluorescence-based assays. Fluorescence interference can result when the intrinsic spectral properties of colored compounds overlap with the fluorescent probes. Typically, fluorescence-based protease assays use peptide amidomethylcoumarin derivatives as substrates. However, because many organic compounds absorb in the ultraviolet region, they can interfere with coumarin-based fluorescence assays. Red-shifted fluorescent dyes such as peptidyl rhodamine derivatives are useful because there is generally less interference from organic compounds outside the ultraviolet wavelengths. In this report, rhodamine-based fluorogenic substrates, such as bis-(Leu)(2)-Rhod110 and bis-(Ala-Pro)-Rhod110, were developed for leucine aminopeptidase and dipeptidyl aminopeptidase. Novel, tandem rhodamine substrates such as Ala-Pro-Rhod110-Leu were designed with 2 protease cleavage sites and used to assay 2 proteases in a multiplex format. General endpoint high-throughput screening (HTS) assays were also developed for leucine aminopeptidase, dipeptidyl aminopeptidase, and trypsin that incorporated both amidomethylcoumarin and rhodamine-based fluorogenic substrates into a single screening format. These dual-substrate assays allowed for the successful screening of the LOPAC trade mark collection and natural product extracts despite high levels of fluorescence interference.