Food industries are reformulating their products to lower total sugar and caloric content. Caloric sugars are often substituted by or combined with non-caloric sweeteners. Our study analyzed information about the presence, number and type, and content of different sweeteners displayed on the ingredient list of 10 key ultra-processed products (UPP), from 3 different categories. It also assessed consumers' opinions, perceptions and understanding of caloric and non-caloric sugars used in UPPs using data from 12 focus group discussions. Results indicate a large diversity in sweeteners, frequent use of a combination of multiple caloric and non-caloric sweeteners, often in the same product, and a lack of disclosure of the amounts of non-caloric sweeteners on the nutrition labels. Qualitative analysis reflected the inconsistency of information on nutrition labels and the challenges in compliance with regulations. Participants were unsure about the different types of sweeteners, examples of artificial sweeteners and their potential health consequences. Presenting clearer additive and nutrition information would facilitate consumer comprehension and support healthy food choices.