Whitespace.
See who already built your idea — and the space they left open.

CLUSTER MOBILE-TRACKING-INTAKE · 30 ENTRIES · EARLIEST ENTRY 2025-11-13

AI photo nutrition tracking apps

These 24 products form a cluster of mobile AI-driven nutrition and meal-logging apps that primarily use photo recognition to estimate calories, macros, and other nutritional data, often with coaching or gamification. Their dated entry history is sporadic at first (2020-2021), then has a gap until 2024, followed by a consistent monthly cadence of 1-2 entries from August 2025 through July 2026. The traction leaders by activity signal are BurnFit: Workout Log & Tracker, InOut - Calorie Counter, and sweet-k-nutrition-logger, each with 0 stars.

Entry timeline

ENTRY TIMELINE

MAR 2020: 1MAY 2020: 1AUG 2024: 1NOV 2024: 1JAN 2025: 1JUN 2025: 1AUG 2025: 1SEP 2025: 1OCT 2025: 1NOV 2025: 2DEC 2025: 1JAN 2026: 2FEB 2026: 1MAR 2026: 2APR 2026: 2MAY 2026: 1JUN 2026: 2JUL 2026: 3AUG 2026: 2SEP 2026: 3
MAR 2020SEP 2026

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 · 1 ai-built · 1 hand-coded · 18 unlabelled

Operator · 6 hobby · 2 indie · 5 commercial · 7 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.

  1. 01fed-myself2★14 days—hobbyFood diary app with an AI companion that estimates calories and nutrients from written meals, barcodes, and nutrition labels.
  2. 02BurnFit: Workout Log & Tracker0★24 dayslivecommercialMobile app that logs workouts and meals, using photo-based food recognition and AI analysis to track strength progress and nutrition.
  3. 03FitFuel0★25 days—hand-codedhobbyAI app that identifies foods from meal photos, estimates calories and macros, and provides personalized nutrition tracking and coaching.
  4. 04CalTrack : Calorie Counter0★1 molivecommercialAI nutrition companion that tracks calories, macros, hydration, and workouts, and offers personalized daily insights plus thousands of recipes.
  5. 05Meal Prep Planner: Dishco0★14 daysliveMacro tracking and meal planning app that uses AI logging and gamification to help users reach calorie and protein goals with less manual effort.
  6. 06MyFoodTracker+ Calorie Counter0★1 moliveMobile app that scans meal photos with AI to provide nutrition breakdowns, personalized macro targets, recipes, and food tracking.
  7. 07CalorieBro AI: Calorie Counter0★1 moliveMobile app that analyzes photos of meals with AI to log calories, macros, and nutrition, and provides personalized diet advice.
  8. 08NutriShot AI - Calorie Counter0★16 daysliveindieMobile app that snaps a photo of a meal and returns a full nutrition breakdown including calories, macros, vitamins, with hydration tracking and an AI coach.
  9. 09MealME Diet & Recipe Manager0★11 daysliveAI nutrition and diet app that estimates macros from meal photos, tracks calories, creates recipes, and plans meals and shopping.
  10. 100xCal: AI Calorie Counter0★13 daysliveMobile app that logs food via chat messages and photos with an AI assistant, tracking calories, macros, weight, and fasting plans.
  11. 11pixel-perfect0★1 moliveai-builthobbyAI-powered food tracking app that analyzes meal photos, evaluates daily diet quality, and tracks body progress.
  12. 12Calorie Tracker AI - Mangiare0★2 molivecommercialMobile app that uses AI to scan photos of meals and automatically count calories and track nutrition, with a free and upgradeable plan.
  13. 13Calorie-tracker2★3 molivehobbyMobile app that identifies meals from photos using AI vision and logs calories, macronutrients, and health score for personalized nutrition tracking.
  14. 14Unimeal: Fasting and Diet0★1 molivecommercialMobile app that creates personalized fasting schedules, meal plans, and calorie tracking with AI food scanning to support weight loss.
  15. 15nutrisnap0★1 moliveindieMobile app that analyzes photos of meals to generate instant nutrition breakdowns, with gamified streaks, experience points, and an AI chat coach.
  16. 16fitAI-APP1★4 molivehobbyMobile fitness app that uses AI to estimate calories and macros from meal photos and tracks workouts and cardio.
  17. 17DailyBite: Calorie Counter0★4 moliveMobile app for tracking nutrition by logging food portions using hands as visual references and AI photo scanning, with macro breakdown.
  18. 18Mealo: Pocket AI Fitness Coach0★4 molivecommercialMobile app that uses AI to log meals from photos and track workouts, calories, and burn zones for people managing weight and fitness goals.
  19. 19fitcoach-lidia0★3 moliveAI nutrition tracking app that analyzes meal photos to count calories and macros, with editable meal plans.
  20. 20Calo0★3 mo—hobbyMobile nutrition app that tracks calories and macronutrients using AI-powered meal and nutrition label scanning.

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.