CLUSTER NUTRITION-CALORIE-COUNTER · 46 ENTRIES · EARLIEST ENTRY 2024-08-22
AI photo nutrition trackers
This cluster of 37 products covers AI-powered nutrition and calorie tracking apps that log food via photos, voice, text, barcode, or kitchen-scale images, then estimate calories and macros, often with coaching. The dated history before the index start spans from a lone 2018-02 entry through a sparse, irregular pattern in 2023-2024 and finally more frequent monthly additions in 2025-2026, though actual counts never exceeded 3 per month. YOUOWN-nutrition-dashboard is the traction leader with just 1 star, while other named members hold 0. No member reports meaningful adoption metrics.
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 · 3 hobby · 1 indie · 11 commercial · 5 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.
- 01Nouri AI Calorie Counter Coach0★1 moliveAI nutrition coach that estimates calories and macros from meal descriptions, photos, or barcode scans and adapts daily targets to workouts.
- 02MealLog: Meal Planner Tracker0★1 moliveFood diary and meal planner that lets users log meals, plan weekly menus, and track nutrition with AI analysis.
- 03Kilo: AI Calorie Counter0★1 molivecommercialPhoto-based nutrition tracker that identifies meals from pictures, estimates calories and macros, and logs them automatically to help users reach weight goals.
- 04Calorie.prod10★9 days—AI-powered food diary that identifies meals from photos or text, logs calories and macros, and tracks history and streaks.
- 05trackr0★3 days—hobbyCalorie tracker that logs meals from photos using AI and measures user retention in a research prototype.
- 06NutriMind0★5 days—hobbyAI diet coach that logs meals by photo or text and provides personalized recipes and weight-loss feedback.
- 07smartnutri0★7 days—Nutrition tracker that identifies meals from photos or text, calculates nutrients, and produces weekly summaries of eating patterns.
- 08CalTrack : Calorie Counter0★1 molivecommercialAI nutrition companion that tracks calories, macros, hydration, and workouts, and offers personalized daily insights plus thousands of recipes.
- 09Apexly: AI Calorie Counter0★1 molivecommercialAI calorie counter that estimates nutrition from photos or text input and tracks daily targets, weight, and macros.
- 10forkmate-mcp0★8 daysliveindieAI-powered calorie and macro tracker that logs meals from natural-language descriptions into a private food diary.
- 11Wao - Food & Calorie Counter0★5 dayslivecommercialAI nutrition tracker for Vietnamese cuisine that logs meals via food search or barcode and provides personalized insights for better eating.
- 12Lean: AI Calorie Counter & BMI0★10 dayslivecommercialAI body-scanning and meal-photo calorie tracker that estimates body metrics and tracks daily calorie intake and expenditure.
- 13YumPal - Visual Food Journal0★1 molivecommercialPhoto-based food journal that automatically organizes meals by date and location, with AI-powered sticker creation for sharing.
- 14Free Food AI: Calorie Counter0★1 molivecommercialPhoto-based calorie tracker that identifies meals from images or descriptions, showing USDA-backed nutrition data, goals, fasting timer, and health scores.
- 15WOMP: AI Calorie Counter0★17 daysliveAI food diary that scans meals, logs calories and macros, and plans weekly menus around dietary preferences and restrictions.
- 16Healthly: AI Calorie Counter0★1 molivecommercialAI photo-based calorie and macro tracker with recipe suggestions, nutrition insights, and an AI coach for personalized feedback.
- 17VitalHelm: AI Calorie Counter0★1 molivecommercialMeal-scanning calorie tracker that estimates calories and macros from photos or text, answers nutrition questions, and suggests recipes from photographed fridge contents.
- 18Calorie King- Calorie Counter0★1 molivecommercialCalorie and weight tracker that calculates a dynamic daily calorie target from logged meals and weight, with graphs, trends, and AI coach guidance.
- 19Bite AI: Photo Calorie Scanner0★1 molivecommercialAI meal tracker that scans photos, barcodes, or nutrition labels to log calories and macros, with social challenges and a personal coach.
- 20meal-analyzer-FP0★20 days—hobbyAI-powered nutrition tracker that analyzes meal photos or text to log calories, macros, and micronutrients, tracking deficiencies over a 10-day history.
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.