CLUSTER TRACKING-CALORIE-BARCODE · 50 ENTRIES · EARLIEST ENTRY 2010-02-03
AI nutrition tracking apps
This cluster comprises AI-powered nutrition and calorie tracking apps that log meals via barcode scanning, photo recognition, or text, and typically offer personalized calorie goals, macro tracking, weight logging, and sometimes meal plans or fasting. Entries span from 2010 to 2026, with a sparse early period, a few in 2019, and a more consistent presence from 2023 onward, including a single-month high of 3 entries in 2026-05. Traction leaders are all at very low star counts: Nutrition Tracker: Foodnoms (0 stars), and FitTrack-AI and sacia-nutrition-tracker at 1 star each.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 20 unlabelled
Operator · 4 hobby · 1 indie · 8 commercial · 1 open source · 6 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01Calorify: Desi Calorie Counter0★1 moliveindieCalorie counter app for Pakistani food, featuring real restaurant menus and home-cooked meal logging in household portions.
- 02Nutrition Tracker: Foodnoms0★15 dayslivecommercialNutrition tracking app that logs meals via photo, description, barcode, or labels, sets custom goals, and tracks progress over time.
- 03PlanMyEats: Calorie Counter0★25 daysliveCalorie counter app that logs meals, macros, and nutrition by barcode scanning and includes meal planning, reminders, and motivational support.
- 04nourish0★19 dayslivehobbyCalorie and macro tracker that logs food by barcode scan or search, tracks goals, and shows long-term analytics.
- 05Calorie Counter by Numify0★11 dayslivecommercialNutrition tracking app that logs meals via AI photo recognition and barcode scanning, with a large food database and personalized calorie goals.
- 06Prism0★23 days—hobbyNutrition app that scans barcodes and logs meals, then gives personalized assessments of whether foods fit the user's goals.
- 07calorie-tracker0★3 days—hobbyNutrition tracking app that measures food weight via MacBook trackpad pressure and logs meals against calorie and macro goals.
- 08The Simplest Calorie Tracker0★1 moliveCalorie and macro tracker with food database, barcode scanning, custom recipes, and Apple Health integration for nutrition goals.
- 09FitBook0★1 moliveopen sourceOffline calorie tracking app that logs meals, searches food data, and charts weight progress without ads.
- 10macrolog0★20 days—hobbySelf-hosted meal and macro tracker that logs food via barcode scan and generates meal plans from nutrition goals.
- 11CalorieGram: Calorie Counter0★15 daysliveCalorie counter app that logs meals via photo, text, or barcode scan, tracks calories and micronutrients, and suggests foods based on goals.
- 12Calorie Counter PRO MyNetDiary0★8 dayslivecommercialNutrition tracking app with barcode scanning, AI meal photo recognition, and a verified food database to log calories and macros for weight management.
- 13Zielfit Daily Calorie Counter0★1 moliveComplete nutrition tracking app with AI food photo scanning, barcode scanning, and meal logging to monitor calories and macros.
- 14Meal Planner & Tracker: Foojy0★15 dayslivePersonalized meal planning and nutrition tracking app that creates health-based meal plans, logs foods by photo or barcode, and tracks calories and macros.
- 15Calorie Counter - MyNetDiary0★1 molivecommercialCalorie tracking app that logs meals through barcode scanning, photo recognition, or search to support weight management.
- 16BitePal: Food Calorie Tracker0★12 dayslivecommercialGamified calorie tracking app with AI photo scanning and a raccoon companion that helps users log meals and stay motivated.
- 17Lifesum: AI Calorie Counter0★17 dayslivecommercialMobile app that logs meals through photo, voice, text, or barcode scanning and delivers personalized nutrition plans for weight management and healthier eating.
- 18AI Calorie Counter by EatMeter0★1 moliveApp that logs meals via photos or barcodes, suggests personalized calorie targets and meal plans, and tracks weight and fasting windows.
- 19SnapCal: AI Calorie Counter0★1 molivecommercialWeight management app that logs meals by photo, barcode, or search, sets calorie goals, and tracks macros, water, and weight progress.
- 20ParrotPal: Calorie Tracker0★1 molivecommercialCalorie tracking app that lets users log meals via text, voice, or scanning, syncs activity, and suggests recipes to support healthy habits.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.