This app allows user to search for a snack (scan barcode or type snack name), add a portion size consumed based on a portion size guide, and then provide a snack score and breakdown scores with a specific feedback message about the score.25 A score ranging from 0-10 points was designed taking into account the first ingredient, the nutrient standard by portion size, and the processing of foods (score ranging from -1 to 1 was subtracted or added depend on processed food classification). The final score ranged from -1 to 11 points. The higher the score, the more compliant it is to the guideline; therefore, the healthier the snack is. The app also provides gamification features as self-motivation (level up and achievement gained) and reporting features as goal-setting and self-monitoring (average daily score and consumed snack history).

The control group received a 1-page with information on what is a healthy snack from the USDA: https://www.fns.usda.gov/cn/tools-schools-focusing-smart-snacks. They were given access to the app after the 12-week study period.

This app allows user to search for a snack (scan barcode or type snack name), add a portion size consumed based on a portion size guide, and then provide a snack score and breakdown scores with a specific feedback message about the score.25 A score ranging from 0-10 points was designed taking into account the first ingredient, the nutrient standard by portion size, and the processing of foods (score ranging from -1 to 1 was subtracted or added depend on processed food classification). The final score ranged from -1 to 11 points. The higher the score, the more compliant it is to the guideline; therefore, the healthier the snack is. The app also provides gamification features as self-motivation (level up and achievement gained) and reporting features as goal-setting and self-monitoring (average daily score and consumed snack history).

The change in diet quality was measured using the Healthy Eating Index (HEI) 2015, which was calculated from three 24-h recalls (2 on weekdays and 1 during the weekend) collected at baseline and 12 weeks.

The change in snacks consumed was recorded from the 24-h recalls collected at baseline and again at 12 months. For each snack consumed at each time point, a score was calculated using the Snackability scoring system.

The change in snack patterns was assessed by responses to the survey about intake of snacks completed at baseline and 12 weeks

The change in weight was measured between weight measured at baseline and weight measured 12 weeks later