Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31
Calorie Mama is a smart camera app that uses deep learning to identify food and provide nutritional information from images. It's powered by a robust Food AI API trained on a diverse global cuisine database.
Traffic & engagement
Search demand
AI referral visibility
Product profile
Traffic makes more sense when you can connect it to the actual product promise.
“Calorie Mama”
Calorie Mama is a smart camera app that uses deep learning to identify food and provide nutritional information from images. It's powered by a robust Food AI API trained on a diverse global cuisine database.
4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.
Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.
Canonical website: https://caloriemama.ai
Observed across 1 discovery source.
Research questions
Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.
Calorie Mama is a smart camera app and API that uses deep learning to identify food from images and provide instant nutritional information. It solves the problem of manually tracking calories by allowing users to simply snap a photo of their meal for analysis. The system is trained on a diverse global cuisine database to accurately classify thousands of food categories.
Calorie Mama offers both a consumer app and a developer-facing API. Its key features include instant food recognition from images, identification of thousands of food categories from diverse global cuisines, and access to a comprehensive nutrition database that pairs recognized food with detailed nutritional information for building user profiles.
Calorie Mama is used for instant nutrition and calorie estimation from meal photos. It is used by individuals for personal health and fitness tracking, as well as by developers via the Food AI API to build applications that recommend customized diets and build detailed nutritional user profiles. The technology is applicable in contexts requiring food image recognition and nutritional analysis.
Calorie Mama is for individuals interested in health, fitness, and nutrition tracking who want a quick way to log their meals. It is also for developers and businesses who need a food recognition and nutrition analysis platform to integrate into their own products or services, as indicated by the offering of a Food AI API.
Calorie Mama is a smart camera app and Food AI API that uses deep learning to identify food from images and provide nutritional information. It is described as the most culturally diverse food identification system on the market, trained on cuisine from all over the world.
5 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.
Behind the lock
Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured