Machine learning is still in its early stages when it comes to identifying food with 100% accuracy. In fact, it may never get to that point but I believe this app is already on par with a humans level of accuracy. When manually logging my food I’m probably only reaching about 75% accuracy unless I meticulously measure everything out, which most of us don’t. Using AI to identify pictures of food on its own, wouldn’t be quite enough to make this app marketable given it still has a lot of room for improvement. So it was especially smart that they have set the app up to pull food from the web (I’m assuming also through the use of an AI integration). I have never used any other calorie tracking app that could do this. Usually, if a food isn’t in their database you have to add it manually. If you want macros and micros to be accurate, you’re left with the task of adding each of these one by one as well. This eliminates the stress of that. Plus, it grades your food based on how healthy it is.The only area I’m disappointed is it does seem to pull inaccurate micronutrients and macronutrients from the web quite often and it doesn’t seem that I’m able to edit the minute details after I’ve added it to my log, only the serving size. I have been flagging these results as I encounter them.

My initial impression of this app was mixed. A fitness content creatorI trusted and followed reccomended this app and so I sought to give it a try. I signed up and got captured in a strange free sign up loop. With my ability to use the app blocked, I wrote a review about my experience. Shortly afterwards, a team member (possibly the developer themselves) reached out to me to resolve the issue. I find this approach impressive as the bandwidth required to approach and manage all bad reviews is monumental. Once I was able to access the app, I enjoyed testing out some of the features. The image capture logging is the best I've come accross. Typing a description of what I'm eating can also yield fairly consistent results, but I do run into issues from time to time where it cannot identify calories of an obscure or "light" item. Some of the more complex food items I eat when out and about also tend to be slightly off when compared to when I log them item by item. The audio logging is in a similar boat. Ultimately, I'd love to keep checking on the app as development progresses. I was also unable to find a "recipe" function. As my partner and I often cook and make substituions to improve protein and fiber content in our meals, it would be great if we could develop and share a recipe similar to how we do in Lose It. The interface was clean, easy to read and relatively intuitive to access. I'm also looking forward to dark mode. Oh! And a friend mode or social aspect would be great!

I’ve been using this app for the past 3 days and absolutely love it. By far better than my fitness pal, noom, or any of other big competitors out there for meal tracking. I got the annual subscription for $15 (80% off discount) and it’s already been worth the price. Love how easy it is to track your meals either by voice memo, picture, scanning barcodes, or searching the food. Plus it is an integrated chat bot you can ask questions and get helpful information for your health journey (create a high protein meal, when should I cut my calories if I want to lose x amount of weight, how do I go into a calorie deficit) this is basically ChatGPT for meal tracking. 5 gold stars to the Dev Team, you guys did a great job. Excited to see what new releases and tweaks that come in the future. 100% recommend this app and the subscription - definitely take the discount offer.

I’ve been using this app for about 3 months. It previously had a simple interface that worked well. Unfortunately they recently pushed an update that turned out to be a big downgrade. One example: there’s now a calendar function on the home page that lets you review entries. It shows day/date but not month, so unless you’re scrolling back slowly and paying careful attention it’s easy to lose track of what month you’re looking at. Another example: there used to be a diary page that let you scroll through prior entries. They were in a chronological list, divided into breakfast/lunch/dinner/snack and each entry listed the food and number of calories. Now the diary just shows a big clump of gray rectangles, each representing a food entry. Each rectangle has a title like “chicken” but doesn’t show the calories for that entry. It’s amazingly useless. I think it was done because they want users to take a photo of every item eaten, and if that was done then the diary would show a big array of photos which would look cool (but still not be a useful way to review the information). Other issues: the AI function where you take a picture of your food and the app identifies the item and determines its weight is not reliable. Sometimes it’s amazingly accurate, but other times it gets the type of food wrong or it will misjudge the weight by a factor of two. Also, their food database contains a lot of errors. At least half the time that I scan a barcode I find that the information in SnapCalorie is different from that shown on the nutrition label. It’s often off just by 10 calories per serving, but you’d think that scanning a barcode should result in exact info with no discrepancy at all.