Amazing Concept, Poor Execution
Here’s the thing: I genuinely like the UI of the software and the overall concept behind it. I like being able to scan a barcode and automatically add what I’m eating. I also like the idea of assigning food grades to products and being able to find similar options that may be healthier. However, there are several limitations that make these features difficult to fully utilize.
First, the food database does not seem expansive enough to take full advantage of the barcode scanner. When you scan a product that is not already in the database, the app asks you to manually enter all of the nutritional information and take pictures of the product. Once you submit everything, it is sent for review with a message saying that it will be added to the database “soon.”
The problem is that “soon” can become an indefinite amount of time. In my experience, some products either never seem to get approved or remain under review for an extremely long time. What makes this particularly frustrating is that the nutritional information I just spent time entering cannot even be used for my own tracking while the product is being reviewed.
At that point, the alternative is to use the “Quick Calorie Log,” but that feature only allows you to enter calories. You cannot manually enter protein, carbohydrates, fat, fiber, sodium, micronutrients, or any of the other nutritional information that you may want to track. Because the product is not in the database and the manual-entry option is so limited, there is essentially no way to accurately track that food.
A simple solution would be to allow submitted products to immediately save as a personal or custom food while they are awaiting review. That way, the information the user already entered could still be used for personal tracking even before the product is approved for the public database. If the submission is eventually reviewed and approved, it could then become available to everyone.
I also think the grading system could use additional transparency and refinement. At times, the grades seem extremely harsh or somewhat inconsistent. It would be helpful to have a clearer explanation of exactly why a product received its grade, with the grading criteria supported by scientific evidence. It might also be beneficial to allow grading to take a person’s dietary preferences or goals into consideration, such as keto, vegan, low-sodium, high-protein, or other dietary approaches. A food that is appropriate for one nutritional goal may not necessarily be appropriate for another.
I would also like to see more integration with third-party products and health platforms, particularly devices such as the Apple Watch and services such as Apple Health.
Another major issue is restaurant food. For example, I recently went to Salsa Grille and tried to enter my bowl into the app. When I attempted to add the individual ingredients, the available foods seemed to come primarily from grocery-store products, other restaurants, or user-submitted entries. Salsa Grille’s ingredients were not available, which meant there was no practical way for me to accurately track the meal I had just eaten.
This is where expanding the database would make a major difference. Having a team dedicated to continuously adding verified grocery-store and restaurant nutritional information could significantly improve the app. Another possibility would be using AI to generate reasonable nutritional estimates when exact information is unavailable, while clearly labeling those entries as estimates rather than verified data.
I really like what this app is trying to accomplish. The interface is appealing, the barcode-scanning concept is convenient, and the food-grading and healthier-alternative features have a lot of potential. The problem is that all of those features depend heavily on having a comprehensive and flexible food database. Right now, when a food or restaurant is missing, there are too few alternatives for accurately entering it yourself.
Unfortunately, that limitation is pushing me toward MyFitnessPal because its database currently appears to be much more expansive. I would prefer to continue using this app because I like its interface and overall philosophy more, but the tracking functionality needs to become more flexible and comprehensive for it to fully replace other food-tracking apps.
First, the food database does not seem expansive enough to take full advantage of the barcode scanner. When you scan a product that is not already in the database, the app asks you to manually enter all of the nutritional information and take pictures of the product. Once you submit everything, it is sent for review with a message saying that it will be added to the database “soon.”
The problem is that “soon” can become an indefinite amount of time. In my experience, some products either never seem to get approved or remain under review for an extremely long time. What makes this particularly frustrating is that the nutritional information I just spent time entering cannot even be used for my own tracking while the product is being reviewed.
At that point, the alternative is to use the “Quick Calorie Log,” but that feature only allows you to enter calories. You cannot manually enter protein, carbohydrates, fat, fiber, sodium, micronutrients, or any of the other nutritional information that you may want to track. Because the product is not in the database and the manual-entry option is so limited, there is essentially no way to accurately track that food.
A simple solution would be to allow submitted products to immediately save as a personal or custom food while they are awaiting review. That way, the information the user already entered could still be used for personal tracking even before the product is approved for the public database. If the submission is eventually reviewed and approved, it could then become available to everyone.
I also think the grading system could use additional transparency and refinement. At times, the grades seem extremely harsh or somewhat inconsistent. It would be helpful to have a clearer explanation of exactly why a product received its grade, with the grading criteria supported by scientific evidence. It might also be beneficial to allow grading to take a person’s dietary preferences or goals into consideration, such as keto, vegan, low-sodium, high-protein, or other dietary approaches. A food that is appropriate for one nutritional goal may not necessarily be appropriate for another.
I would also like to see more integration with third-party products and health platforms, particularly devices such as the Apple Watch and services such as Apple Health.
Another major issue is restaurant food. For example, I recently went to Salsa Grille and tried to enter my bowl into the app. When I attempted to add the individual ingredients, the available foods seemed to come primarily from grocery-store products, other restaurants, or user-submitted entries. Salsa Grille’s ingredients were not available, which meant there was no practical way for me to accurately track the meal I had just eaten.
This is where expanding the database would make a major difference. Having a team dedicated to continuously adding verified grocery-store and restaurant nutritional information could significantly improve the app. Another possibility would be using AI to generate reasonable nutritional estimates when exact information is unavailable, while clearly labeling those entries as estimates rather than verified data.
I really like what this app is trying to accomplish. The interface is appealing, the barcode-scanning concept is convenient, and the food-grading and healthier-alternative features have a lot of potential. The problem is that all of those features depend heavily on having a comprehensive and flexible food database. Right now, when a food or restaurant is missing, there are too few alternatives for accurately entering it yourself.
Unfortunately, that limitation is pushing me toward MyFitnessPal because its database currently appears to be much more expansive. I would prefer to continue using this app because I like its interface and overall philosophy more, but the tracking functionality needs to become more flexible and comprehensive for it to fully replace other food-tracking apps.
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It’s great!
It works good
App is Garbage
The app sucks, let us use the website again instead of trying to make us use the app. Will find another app or website that’s actually useful for looking up nutrition information
Calories for national US brands unavailable
Looking for Wendy’s chili to add it to my log. The only thing it shows me foe wendys is water. Not that I eat there more than once a year, it’s still not helpful.
Lifetime membership is a lie
I paid for a lifetime membership years ago. Hadn’t used the app recently, redownloaded and somehow none of my emails are in their system. Now everything is behind a paywall. Lies.












