I’m building FitBee, a fast, ad-free, no-nonsense calorie and macro tracker for iPhone, iPad, and Apple Watch. The app is built with Swift and SwiftUI, with a Python backend. https://fitbee.app
21 karma · joined January 19, 2008
Built in Swift, SwiftUI for the iOS app and Python for the backend.
[1] https://apps.apple.com/us/app/fitbee-calorie-macro-counter/i...
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.
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.
[1] https://apps.apple.com/us/app/fitbee-calorie-macro-counter/i...
A few things that make FitBee stand out:
* Fast, lightweight and to the point - The app is just about tracking your nutrition and makes that front and center. I've tried to make things that you do often as simple as possible (e.g., log yesterday's breakfast).
* Robust Apple Health support - You can read/write data to Apple Health. I wear an Apple Watch so it's great for getting the energy burned through exercises.
* Accurate nutrition data - The nutrition data is sourced from the USDA dataset and nutrition labels off the packages. I also spent effort adding east asian foods (e.g. things you get at 99 Ranch or Weee) to the database, since those were hard to find/track in other apps I've tried.
* Photo Logging - You can take a photo of a food and get an estimate of the calories and macros. It's not 100% accurate but it's been super helpful for me when eating at a restaurant that doesn't have published nutrition info.
* Recipe importing - You can pretty much point any recipe at the app and it'll import the ingredients and generate nutrition information for you. As I got more into fitness, I started to cook more so this has been super helpful.
* No Ads - The app is monetized via a subscription.
* Monetization - Most of the features are free, but there are a few which require a monthly or annual subscription. I also recently added a one time purchase option since a few folks had asked about it.
You can try FitBee here: https://apple.co/4aGUw5X. I'd love your feedback!
Tracking my food has helped me get into much better shape but the leading apps in this space IMO are all quite clunky. I wanted to built something that was fast and lets you get on with your life.
A few stand out features:
- Nutrition label scanning if I don't have the food you're looking for - Photo Logging for restaurant meals or complex meals you don't want to manually track - It's light weight & fast - Interactive widgets for things like water tracking.
A few things that make FitBee stand out:
* Fast, lightweight and to the point - The app is just about tracking your nutrition and makes that front and center. I've tried to make things that you do often as simple as possible (e.g., log yesterday's breakfast).
* Photo Logging - You can take a photo of a food and get an estimate of the calories and macros. It's not 100% accurate but it's been super helpful for me when eating at a restaurant that doesn't have published nutrition info.
* Accurate nutrition data - The nutrition data is sourced from the USDA dataset and nutrition labels off the packages. I also spent effort adding east asian foods (e.g. things you get at 99 Ranch or Weee) to the database, since those were hard to find/track in other apps I've tried.
* Recipe importing - You can pretty much point any recipe at the app and it'll import the ingredients and generate nutrition information for you. As I got more into fitness, I started to cook more so this has been super helpful.
* Robust Apple Health support - You can sync data with Apple Health. I wear an Apple Watch so it's great for getting the energy burned through exercises.
* No Ads, Sign in with Apple - Uses Sign in with Apple to protect your privacy. No ads.
* Monthly Subscription - If you want to use some of the more advanced features, the app has a monthly and annual subscription.
You can try FitBee here: https://apple.co/4aGUw5X
If you end up trying it, I'd love any feedback!
This month the focus is improving food data quality & search relevancy. I'm also starting to experiment with some more advanced generative AI use cases in the realm of providing suggestions on what to eat & analysis of your diet.
I have a small amount of experience building iOS apps but have never done anything with a backend before. This project is fairly backend heavy, so it's been quite a journey learning how to do everything from setting up a database to deciphering elasticsearch.
I've tracked my calories and macros off and on for years, and always felt that the existing solutions were bloated and clunky to use. Since food tracking is something you do multiple times a day, every day, I sought out to build something that made tracking a bit less of a pain in the butt.
A few things that make FitBee stand out:
* Fast, lightweight and to the point - The app is just about tracking your nutrition and makes that front and center. I've tried to make things that you do often as simple as possible (e.g., log yesterday's breakfast).
* Photo Logging - You can take a photo of a food and get an estimate of the calories and macros. It's not 100% accurate but it's been super helpful for me when eating at a restaurant that doesn't have published nutrition info.
* Accurate nutrition data - The nutrition data is sourced from the USDA dataset and nutrition labels off the packages. I also spent effort adding east asian foods (e.g. things you get at 99 Ranch or Weee) to the database, since those were hard to find/track in other apps I've tried.
* Recipe importing - You can pretty much point any recipe at the app and it'll import the ingredients and generate nutrition information for you. As I got more into fitness, I started to cook more so this has been super helpful.
* Robust Apple Health support - You can sync data with Apple Health. I wear an Apple Watch so it's great for getting the energy burned through exercises.
* No Ads, Sign in with Apple - Uses Sign in with Apple to protect your privacy. No ads.
* Monthly Subscription - If you want to use some of the more advanced features, the app is $5/month.
You can try FitBee here: https://apple.co/4aGUw5X
If you end up trying it, I'd love any feedback!
Fork - one of the better git GUIs.
Rectangle - open source app to manage window layouts
-Yi
What we do: Subscription based social hyperlocal mobile gamified discovery engine with loyalty deals. For the enterprise.
Just kidding. We're a stealthy 3 person team of full stack product engineers going after a huge opportunity. Everyone on the team codes and contributes at every level, front to back. We've all built web scale products and grown them to millions of daily active users with zero marketing spend. We're looking for 1 or 2 product generalists who can come in and contribute the same way on Day 1. Our product is mobile first.
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The ideal candidate is a brilliant, fearless and passionate individual who is uncompromising in his/her pursuit of building an incredible product that will positively affect the lives of millions of people every day.
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