I'm working on a calorie & macro tracker called FitBee [1]. Tracking my food has been tremendously helpful in terms of improving my health, but it's always been a PITA. The focus of FitBee is food quality & speed. Tracking your food is something you have to do multiple times a day, so I tried to make it as frictionless as possible. The app is built 100% with Swift & SwiftUI.
I'm working on an app in this area [1], and I've spent a lot of time exploring how to responsibly use AI for food tracking.
My conclusion is that while AI is excellent for augmenting your tracking experience, it's not yet reliable enough to be the primary tracking method. Consistency is key to successful food tracking, and AI can certainly help users avoid the common issue of missing a meal and losing momentum. However, inaccuracies, like consistently being off by 100-200 calories per day, can significantly impact results, especially for those on lower-calorie diets (like 1,200-1,500 calories/day, which is common for many women due to their physical size).
With FitBee I landed on communicating to the user that these are estimates and you probably shouldn't use it as your primary method of tracking calories.
I'm working on an app in this area [1], and I've spent a lot of time exploring how to responsibly use AI for food tracking.
My conclusion is that while AI is excellent for augmenting your tracking experience, it's not yet reliable enough to be the sole tracking method. Consistency is key to successful food tracking, and AI can certainly help users avoid the common issue of missing a meal and losing momentum. However, inaccuracies, like consistently being off by 100-200 calories per day, can significantly impact results, especially for those on lower-calorie diets (like 1,200-1,500 calories/day, which is common for many women due to their physical size).
With FitBee I landed on communicating to the user that these are estimates and you probably shouldn't use it as your primary method of tracking calories.
I'm working on a calorie & macro tracker called FitBee. Tracking my food has been tremendously helpful in terms of improving my health, but it's always been kind of a PITA. These past couple of months have been really exciting as I'm leaning into using AI to make it less of a hassle to track & provide more insights.