Melanoma cells, having highly invasive properties, exhibit the formation of invadopodia-structures formed by tumor cells and responsible for the digestion of the surrounding extracellular matrix (ECM). Several metalloproteases (MMPs) are secreted by cells to hydrolyze ECM proteins. They are mainly secreted through structures known as invadopodia. ECM degradation is crucial for tumor cells while forming metastases as the cells heading towards blood vessels must loosen dense tissue. One group of metalloproteases secreted by melanoma cells comprises the gelatinases, i.e., metalloproteases 2 and 9. Gelatinases cleave gelatin (denatured collagen), a few types of collagen (including type IV), and fibronectin, all structural components of ECM. This paper describes a gelatin zymography assay to analyze the gelatinase activity of melanoma cells. This approach is based on analyzing the extent of digestion of a substrate (gelatin) added to a polyacrylamide gel. Several advantages, such as simplicity, sensitivity, low cost, and semiquantitative analysis by densitometry, as well as the detection of both active and inactive forms of MMPs, make this assay valuable and widely used. This protocol describes how to concentrate medium devoid of intact floating cells, cell debris, and apoptotic bodies. Next, it focuses on preparing polyacrylamide gel with gelatin addition, performing sodium dodecylsulfate-polyacrylamide gel electrophoresis (SDS-PAGE), removing SDS, and staining of the gel to detect gelatin-free bands corresponding to the activity of gelatinases secreted by melanoma cells. Finally, the paper describes how to quantitatively analyze data from this assay. This method is a good alternative for estimating the gelatinase activity of melanoma cells to a fluorescent gelatin degradation assay, western blot, or enzyme-linked immunosorbent assays (ELISAs).