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 · 6 unlabelled
Operator · 1 commercial · 5 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 6 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 41CaloScan AI - Calorie Counter0★7 mostaleliveAI calorie counter that allows users to log meals via photos, natural language descriptions, and barcode scanning for quick tracking.
- 42Calorie Counter: Diet Tracker0★8 mostaleliveCalorie and diet tracker that logs meals by photo or manual entry, tracks water and weight, and offers meal plans and AI nutrition advice.
- 43Goodbite: AI Calorie Counter0★10 mostalelivecommercialAI-powered calorie counter that scans food photos to log meals and macros, and provides personalized nutrition coaching to help users hit health goals.
- 44Optimeal: AI Calorie Counter0★10 mostaleliveAI nutrition tracker that estimates calories and macros from meal photos, offers a food database, and provides personalized meal plans for weight goals.
- 45Calorai - AI Calorie Counter0★1 yrabandonedliveCalorie counter that scans fridge and plate photos to estimate nutrition, suggest recipes, and track daily intake with analytics.
- 46Caloryze - AI Calorie Counter0★3 yrabandonedliveAll-in-one calorie tracker with food logging, meal plans, recipes, workout tracking, and community forums for personalized nutrition goals.
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.