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CLUSTER CALORIES-MOBILE-PHOTOS · 5 ENTRIES · EARLIEST ENTRY 2025-01-06

Food photo nutrition trackers

This cluster consists of mobile health apps that use photo scanning to estimate calories, macros, and nutritional content from meals, with some also handling food labels, freshness, recipes, or an intermittent-fasting timer. Dated entries are sparse: one each in October 2024, January 2025, August 2025, and December 2025, with two in September 2025, so the pre-index timeline shows no clear growth pattern. Among the traction leaders, cal-ai-clone leads with 15 stars, while Calorie Counter: Cal Snap and KnowYourBite have 0 stars.

Entry timeline

ENTRY TIMELINE

OCT 2024: 1JAN 2025: 1AUG 2025: 1SEP 2025: 1DEC 2025: 1
OCT 2024DEC 2025

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 · 4 unlabelled

Operator · 3 hobby · 2 commercial

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 5 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01cal-ai-clone15★1 yrabandonedliveai-builthobbyMobile app that scans photos of meals to estimate calories and nutrition content for diet tracking.
  2. 02Calorie Counter: Cal Snap0★7 mostalelivecommercialMobile app that scans photos of meals to estimate calories and macros for fitness-focused users.
  3. 03KnowYourBite0★9 mostalelivehobbyMobile-friendly app that scans food labels and photos to analyze ingredients, score healthiness, and log meals against personal nutrition goals.
  4. 04food-nutrition-scanner-AI-mobile0★1 yrabandoned—hobbyMobile app that scans photos of food to identify items and display nutritional details like calories, carbs, protein, and fat for diet tracking.
  5. 05Cal AI Calorie Intake Tracker0★1 yrabandonedlivecommercialMobile app that scans food photos to assess freshness, provides nutrition and calorie tracking, and suggests recipes from ingredients on hand.

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.