MNEI has been proved to be a high-potency sweetener that could be used in the beverage industry to satisfy consumer demands for low-caloric products. Until now its sweetness profile was studied only in liquid samples. So the objectives of this study were to characterize the sweetness intensity profile of MNEI protein in simple gelled systems, and to characterize the dominance sensation of more complex gelled systems in comparison with other sweeteners. First, the sweetness intensity of MNEI and of three commercial sweeteners (aspartame, saccharin, and sucrose) was determined in aqueous solutions and in gel, at different agar concentrations, by the time-Intensity method. Then, gels at 1.5% agar concentration, containing flavoring, coloring, and acidifying agent were evaluated using the temporal dominance of sensation method to study the interaction between sweetness and other sensory attributes. Differences regarding sweeteners in solutions and gels were reported showing a decrease of sweetness intensity perception when sweeteners were added in a gelled matrix, especially for MNEI. Additionally, MNEI seemed to be the sweetener most affected by all evaluation conditions (coloring and acidifying agents) in the TDS method. The results are an important scientific contribution to the knowledge of MNEI sensory profile in gelled and complex matrices that could increase its range of food applications. Practical applications: The use of both time intensity and temporal dominance of sensation methods in order to evaluate the temporal sweetness profile of MNEI-based gelled system represented a new approach in the study of sweet proteins. Indeed, the use of the TDS represented an innovative approach to study the effect of color on sweetness and flavor perception. According to our results, MNEI gels did not perform well comparing to the other sweeteners in semisolid matrix. However, further studies should be carried out in order to better understand the interaction between MNEI protein and the gelling as well as the coloring agents. Regarding the application in semisolid foods, it could be suggested the use of new technologies like encapsulation in order to protect the protein from experimental conditions and prevent its interaction with the sweet taste receptor