Quorum sensing is cell-to-cell communication that allows bacteria to coordinate attacks on their host by inducing virulent gene expression, biofilm production, and other cellular functions, including antibiotic resistance. AHL synthase enzymes synthesize N-acyl-L-homoserine lactones, commonly referred to as autoinducers, to facilitate quorum sensing in Gram-negative bacteria. Studying the synthases, however, has shown to be a difficult road. Two assays including a radiolabel and a colorimetric (DCPIP) assay are well documented in literature to study AHL synthases. In this paper, we describe additional methods that include an HPLC-based, C-S bond cleavage, and coupled assays to investigate this class of enzymes. In addition, we compare and contrast each assay for both acyl-CoA and acyl-ACP utilizing synthases. The expanded toolkit described in this study should facilitate mechanistic studies on quorum sensing signal synthases and expedite discovery of antivirulent compounds.