How to Eat on the Lemon Detox Diet. Part of the series: Nutrition 101. In general, detox diets are something that shouldn’t be sustained or long term solutions, and they are also typically unsuccessful for weight loss. Find out what is consumed in the lemon detox diet with help from a registered and licensed dietitian in this video on nutrition and the lemon detox diet. Read more:.