Does a genuinely good “AI” nutrition app exist? Page 2 Nutrition
One day doesn’t matter, of course, but over time I lose weight that I don’t want to lose. Your body is like an engine that never switches off; your heart’s always pumping, your blood continually circulates, and your brain is constantly engaged. Even at rest, your body requires a steady supply of energy in the form of nutritious food. If you, for whatever reason, skip a meal, you’re depriving your body of much-needed fuel.
Data Linked to You
What’s more, it goes beyond traditional exercises and gives more options, from kickboxing to Zumba. It uses an ontology-based knowledge base, semantic rules, and fuzzy membership functions to handle uncertain and vague nutritional data. The system also incorporates a semantic rule-based filter, a heuristic search method, and an MCDM approach to make meal suggestions. Figure 1 shows the architecture of the proposed planning system. The system’s brain is a comprehensive knowledge base that includes knowledge about food, nutrition, and clinical guidelines for healthy eating regarding different health concerns. The meal planning system depends on this knowledge to understand food nutrition values and healthy meal requirements.
Calorie Tracking Database

This study aimed to design an artificial intelligence (AI)–powered meal planner that can generate personalized healthy meal plans based on the user’s specific health conditions, personal preferences, and status. Stefani Sassos, M.S., R.D.N., C.D.N, NASM-CPT wrote this article. As the director of the Good Housekeeping Institute Nutrition Lab, she is committed to delivering evidence-based insights on diet and nutrition. Stefani has successfully used food-tracking apps on her own weight-loss journey to support meal planning and more.
MyPlate Calorie Tracker
- Each meal also has a health value percentage (a score calculated by our app based on how well the meal meets the user’s nutritional and health needs) that helps users compare and select meals.
- Get a free 7-day Premium trial, start tracking protein, and see real results.
- Comparison of the weekly sodium content of meals planned by participants of hypertension and the app.
- For food-tracking apps in particular, we evaluate how intuitive and user-friendly each platform is, as well as the strength and accuracy of its food database.
- Your healthcare team or a dietitian can help you gain weight in a healthy way.
- The results showed that most of the participants were satisfied with the mobile planning system and had a positive view of its features.
MacroFactor is a great macro-tracking app that applies equally to weight gain and weight loss goals. This app is like having a nutrition coach in your pocket because it provides updated calorie and macronutrient targets based on weekly goals and results. We implemented a mobile app prototype system and evaluated its effectiveness through a use case study and user study. The users unimeal scam were generally satisfied with the system and its features. Gymaholic is a comprehensive fitness app with many features to support weight gain and muscle development. The app provides customizable workout plans based on individual goals and preferences.
What’s a good way to gain weight if you’re underweight?
For example, rules will be applied to evaluate a food based on its calorie content, fat content, and the presence of certain vitamins and minerals, and then a recommendation will be made based on those evaluations. The system may flag foods that are high in calories, unhealthy fats, or lack certain essential nutrients, and suggest healthier alternatives. In addition to food ingredients, rules can be applied to screen meals.
Our evaluation tests confirmed the usability and feasibility of the proposed system. However, some limitations such as the lack of dynamic and real-time updates should be addressed in future studies. This study contributes to the development of AI-powered personalized meal planning systems that can support people’s health and nutrition goals.
The system was also more successful in addressing health-related nutrition intake (eg, controlling sodium intake) and following participants’ dietary preferences, as shown by higher scores in terms of TOPSIS scores. Participants were satisfied with the mobile planning system, with most having a positive view of the app’s helpfulness in meal planning, saving time, and considering their dietary constraints and preferences. In our work, we treated each person as a unique individual with different health concerns, flavor preferences, financial situations, religions, and cultural and traditional backgrounds. Specifically, we constructed an ontology-based knowledge base to model knowledge about food and nutrition. We defined semantic rules to represent dietary guidelines for different health concerns and built a fuzzy membership of food nutrition based on the experience of experts to handle vague and uncertain nutritional data. We applied a semantic rule-based filtering mechanism to filter out food that violate mandatory health guidelines and constraints, such as allergies and religion.
Successfully selected meals!
There is a limit to how much fluid can safely be removed during each dialysis treatment. When you have kidney failure, your body depends on dialysis to get rid of the extra fluid and wastes that build up in your body between treatments. When you pick your retailer, you’re automatically redirected to its platform, where your groceries are added to the cart for you. At this point, I recommend double-checking that you have all the ingredients you need before checking out.
Nutrition and healthy eating
Our AI analyzes your body, activity, and goals to build a 28-day plan that ensures you hit your calorie surplus and protein targets every day. Carb Manager is a comprehensive keto and low-carb nutrition tracker that monitors net carbs, macros and calories. It also includes meal plans, thousands of keto recipes and advanced metrics such as ketones and blood-glucose tracking. To evaluate the proposed meal planning system, we implemented a mobile app as a proof-of-concept prototype system. We collected recipes from multiple well-known recipe websites, such as the New York Times, Food [32], and Epicurious, as candidate meal options.
The Top Five Apps For Meal Prepping & Dieting

You can still track calories and essential nutrients, but it’s unique because it provides a tailored plan for your weight goals (weight gain, maintenance, and weight loss). You will find most of the needed food and workouts easily.It also boasts a good community; recipes or guides posted by fellow users or coaches are available. This app is commonly used for weight loss programs, but also works well to improve your body mass healthily. It has many features such as a fitness tracker, a customized diet plan, and a calorie tracker.
Best Apps to Help Gain Weight
Also, you get free access to endless resources to answer your questions. They include answers to FAQs and video tutorials to guide you on ways to personalize your diet. Additionally, you can easily manage your subscription or change your plan at your convenience.
Comprehensive Nutrient Tracking
I’ve helped hundreds of people, including myself, lose significant weight. One client sticks with me—a former rugby player and sumo wrestler whose health was rapidly declining. This creates actionable insights for both athletes and coaches, something you can’t get from a nutrition app or a training program alone. Lynn Grieger is a registered dietitian-nutritionist, certified diabetes care and education specialist, certified personal trainer, and certified health and wellness coach. Some apps might offer all of the above, while others may be more focused on a select few functions. “Ideally, an app should allow you to customize it to meet your dietary needs and restrictions,” says Erin Palinski-Wade, RD, CDCES, the New Jersey–based author of Belly Fat Diet For Dummies.
Whether you need to skip a meal or don’t have time to buy a specific ingredient, Gaintrain makes it easy to adjust your meal plan accordingly. Simply generate a snack or dinner to make up for missing calories, or substitute an ingredient with something equivalent. Each one is nutritionally balanced and will help you reach your fitness goals. Our AI instantly generates your personalized diet with calorie-dense meals, recipes, and a full grocery list.
Future iterations of the app may include options to adjust the number of meals during the day or incorporate snack options. Strongr Fastr builds fully personalized, macro-targeted meal plans based on your goals, training demands and dietary preferences. With automatic grocery lists, dynamic macro adjustments, and customizable recipes, it removes guesswork from performance fueling. The best diet apps can save you a lot of time and money by organizing recipes and creating grocery lists for you. Meal-prepping apps might help you stay on track if you’re devoted to your plan and want to attain your goals faster. Most developers of these apps have provided free versions with many features that can help you meet your health and fitness objectives.


