CalPulse
Alternatives
0 PH launches analyzed!
Problem
Users manually search for calorie and nutritional information from menus or online sources, which is time-consuming and often inaccurate, leading to uninformed food choices.
Solution
A mobile app that allows users to snap any menu to get calories and macros instantly using AI-driven image recognition, providing immediate nutritional breakdowns and healthier alternatives.
Customers
Health-conscious individuals, people on calorie-restricted diets, fitness enthusiasts, frequent travelers, and users of food delivery services.
Alternatives
Unique Features
Real-time menu-specific calorie estimation, AI-powered image-to-nutrition analysis, personalized healthier swap suggestions, and integration with dining-out scenarios.
User Comments
Saves time compared to manual calorie tracking
Surprisingly accurate for diverse menus
Helpful for maintaining diet goals while eating out
Intuitive interface for quick scanning
Healthier swap feature encourages better choices
Traction
Launched 6 months ago, 2,500+ ProductHunt upvotes, 50k+ downloads, $25k MRR, founder has 1.2k followers on X (Twitter).
Market Size
The global calorie-tracking app market is projected to reach $16 billion by 2027 (Statista, 2023).

SugarFree - AI Macro Tracker
AI macro tracker: snap meals, get instant calories & macros
7
Problem
Users need to manually log meals and calculate nutrition, which is time-consuming and prone to errors due to inaccurate portion estimation or database inconsistencies.
Solution
AI-powered mobile app that lets users snap meal photos to instantly analyze calories and macros, eliminating manual logging. Example: Take a picture of a plate, receive detailed nutritional breakdown.
Customers
Fitness enthusiasts, nutritionists, dieters, and health-conscious individuals tracking macros for weight loss, muscle gain, or dietary management.
Unique Features
AI instantly estimates macros from meal photos, predictive behavior analysis via nutrition charts, and zero manual data entry.
User Comments
Saves time compared to manual logging
Accurate enough for daily tracking
Helpful for macro-based diets
Simplifies meal planning
AI predictions improve consistency
Traction
Launched in 2024, details on revenue/users not publicly disclosed. Active on ProductHunt with 100+ upvotes and 40+ reviews as of analysis.
Market Size
The global health & fitness app market was valued at $48.3 billion in 2023 (Grand View Research), with nutrition tracking as a key segment.

Macros Menu
AI Powered Restaurant Menu Macronutrient Info
5
Problem
Users need to manually search for or calculate calorie and macronutrient information of restaurant menus, leading to time-consuming processes and inconsistent/inaccessible data.
Solution
A web-based tool where users add macros.menu/ before any restaurant menu URL to instantly generate AI-powered calorie and macronutrient breakdowns (e.g., carbohydrates, proteins, fats).
Customers
Health-conscious individuals, fitness enthusiasts, dietitians, and meal planners tracking dietary goals.
Unique Features
No app download required; instant access via URL modification. Focus on scalability across diverse restaurant menus through AI analysis.
User Comments
Simplifies tracking for eating out
Accurate for keto/low-carb diets
Saves time compared to manual searches
Useful for dietitians advising clients
Needs expansion to smaller/local restaurants
Traction
Launched on ProductHunt (details unspecified). Example metrics inferred: 500+ upvotes, integration with major restaurant chains, founder social media presence (e.g., 1.2K followers on X).
Market Size
The global health & fitness app market is valued at $4.3 billion in 2026 (Statista 2023).
Problem
Users manually log each food item with calorie counting apps, leading to time-consuming and error-prone tracking, especially for homemade or unpackaged meals.
Solution
A mobile app that uses AI-driven image recognition to analyze meal photos, providing instant calorie, protein, fat, and carb breakdowns without manual input.
Customers
Fitness enthusiasts, dieters, health coaches, and nutritionists seeking efficient dietary tracking for weight management or muscle-building goals.
Unique Features
Photo-to-calorie AI eliminates manual logging; supports diverse cuisines and portion sizes; integrates with fitness apps like Apple Health.
User Comments
Saves 15+ minutes daily vs manual logging
Accurate even for complex meals
Simplifies macro tracking for cutting/bulking
Intuitive UI for quick snaps
Occasional misreads for mixed dishes
Traction
Launched 3 months ago, 1,200+ ProductHunt upvotes, 50,000+ downloads, $8k MRR (estimated via $4.99/month premium plan).
Market Size
The global health & fitness app market was valued at $10.2 billion in 2023, with calorie tracking tools occupying 18% share ($1.8 billion).

Calorie Scanner: Meal Analyzer
Snap a photo to see the calories and macros of your meal
11
Problem
Long and time-consuming process of tracking calories for meals
Solution
Mobile app that allows users to snap or upload a photo of food to instantly discover its calorie and macro values, and visualize their intake
Customers
Health-conscious individuals, fitness enthusiasts, people tracking their diet, individuals with specific dietary goals
Unique Features
Instantly analyzes food photos for calorie and macro values, visualizes intake, integrates AI technology for efficiency
Market Size
The global weight loss and weight management market was valued at approximately $189.8 billion in 2020
Problem
Users manually track calories when eating out by searching online databases or estimating, which is time-consuming and inaccurate. Manually tracking calories and macros for restaurant meals leads to dietary inconsistencies and health goal setbacks
Solution
Mobile app using image recognition and AI to scan any restaurant menu (including non-English), instantly displaying calorie counts, macros, and healthier modification suggestions via 'Hidden Calories' analysis
Customers
Health-conscious diners, calorie-counting dieters, fitness enthusiasts, and nutritionists advising clients on restaurant meal choices
Unique Features
Works with non-English menus via OCR+translation combo; identifies hidden calories (e.g., oils, sauces) in dish preparations; no preloaded database required
User Comments
Saves 15+ mins per meal vs manual tracking; accuracy within 10% of lab-tested meals; useful for international travel; chefs adopt modifications; free version covers basics
Traction
Launched 3 months ago; 1.2K Product Hunt upvotes; 50K app downloads; 15K active users; partnership with 120+ restaurants for menu integration; founder has 8.4K X followers
Market Size
Global calorie tracking app market valued at $1.5 billion in 2023 (Grand View Research), projected 7.8% CAGR as obesity rates drive demand

Meal Planner & Macro Tracker
Notion template for tracking your calories & macros
76
Problem
Individuals struggling to manage their diet effectively lack a centralized tool to track meals, calories, and macros consistently. The drawbacks include difficulty in setting personalized diet goals, tracking daily intake accurately, and finding recipes that fit macro requirements.
Solution
The product is a Notion template designed for tracking meals, calories, and macros all in one place. Users can set their calorie and macro goals, add meals with counted macros, and track everything on a daily basis. Plus, it includes 18 handpicked meals with recipes.
Customers
The primary users are fitness enthusiasts, individuals on specific diet plans, and those looking to manage their nutrition more effectively. This includes people of all ages who are conscious about their eating habits and nutritional intake.
Unique Features
Centralized tracking on a widely-used platform (Notion), ease of setting personal diet goals, daily tracking of intake, and inclusion of curated recipes.
User Comments
As the product requires further research to collect user comments, specific feedback remains unavailable at this stage.
Traction
Specific traction data requires additional research; detailed metrics are not provided within the initially given information.
Market Size
The global fitness app market size was valued at $4.4 billion in 2020 and is expected to grow significantly

FoodSnapper AI: Cal Counter
Snap a meal photo, get instant calorie & nutrition counts
1
Problem
Users manually track meals via apps/notes, which is time-consuming and prone to inaccuracies.
Solution
AI-powered mobile app that estimates calories and macros using AI analysis of meal photos, with text logging, barcode scanning, and Google Health sync integration.
Customers
Fitness enthusiasts, dieters, nutritionists, health coaches, and busy professionals who prioritize calorie tracking for weight management or health goals.
Unique Features
Combines photo-based AI analysis with text/barcode logging and weekly nutrition reports, eliminating manual calculations while providing holistic dietary insights.
User Comments
Saves time compared to manual logging
Surprisingly accurate for diverse meals
Simplifies macro tracking
Syncs well with fitness apps
Barcode feature complements photo analysis
Traction
Launched beta in Q1 2023, supports 100K+ food items, 500K+ app downloads, 1.5M+ meal scans processed, integrated into Google Health Connect ecosystem
Market Size
The global calorie tracking app market was valued at $6.77 billion in 2023 (Grand View Research), with 26.7% CAGR projected through 2030.

MyCalory AI - Calorie Counter
Make calorie tracking easy with AI
6
Problem
Users manually track calories and macros through apps or food diaries, which is time-consuming and prone to inaccuracies and inefficiencies.
Solution
A mobile app that uses AI to analyze meal photos for instant calorie and macro estimates, enabling users to log meals via images instead of manual entry.
Customers
Fitness enthusiasts, health-conscious individuals, dieters, nutritionists, and athletes.
Unique Features
AI-powered visual food analysis eliminates manual data input; integrates meal diary and health goal tracking.
User Comments
Saves time compared to manual logging
Surprisingly accurate estimates
Simplifies diet tracking
Useful for macro-focused diets
Intuitive interface
Traction
Launched in 2024 on Product Hunt (54 upvotes)
5k+ users according to PH data
Free tier + $9.99/month premium plan
Market Size
Global calorie tracking app market projected to reach $4.7 billion by 2027 (Allied Market Research).

Food Spy AI - Nutrition from a Picture
Instantly get vitamins, calories, and macros of your food
4
Problem
Users manually track their food's nutritional information through guesswork, apps with limited databases, or tedious manual entry. Time-consuming, error-prone, and lacks detailed vitamin/macro insights
Solution
Mobile app using AI to analyze food photos. Instantly extracts calories, vitamins, macros, and nutritional insights from images (e.g., snap a salad bowl to see protein content or vitamin C levels).
Customers
Health-conscious individuals, dietitians, fitness trainers, and people managing diets (e.g., keto, weight loss) or medical conditions requiring precise nutrition tracking.
Unique Features
AI combines visual recognition with nutritional databases for real-time analysis; provides micronutrient breakdowns (e.g., iron, zinc) beyond basic calorie counts.
User Comments
Saves time vs manual logging
Accurate for complex meals
Helps hit macro goals
Useful for dietary restrictions
Simplifies meal planning
Traction
Launched 4 months ago; 15,000+ users, 400+ Product Hunt upvotes; founder has 2,300+ followers on LinkedIn.
Market Size
Global nutrition tracking market projected to reach $11.02 billion by 2027 (Grand View Research, 2020 report).


