63
BU Score
Solid
The Calorie Scanner AI - Jumo
✍️ BU Analytics Review
“
The Calorie Scanner AI - Jumo is an iOS app from Cacao Mobile in the Health & Fitness category, currently rated 4.6★ across 2,320 ratings. Initial signal reads as mostly critical sentiment so far — users flag rough edges and unmet expectations.
Our BU Score puts it at 63 — Solid (established niche player). For a Health & Fitness app, that means established niche player.
Track changes month-over-month in the Performance section below — live snapshot history and revenue forecast included.
creator
📊 Performance Tracking LIVE
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Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
Range:
💰 Forecast Revenue / mo
MODELRevenue forecast computed from BU's 234 trigger model on each snapshot. Calibrated against ground-truth from 58 verified-revenue apps.
🔬Forecast Breakdown — Why This Estimate?Top 6 of 6 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Excellent rating (4.6★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| Low install base (2,320 ratings)METRIC | +$1,500 | |
| Multilingual (10 languages)METRIC | +$1,500 | |
| New app (8 months old)METRIC | −$700 | |
| Ad-supported / freemiumMETRIC | +$600 |
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)
📈 Reviews Growth
LIVECumulative review count from first BU snapshot. Each point = a tracked update.
💚Sentiment Over Time↑ green = positive · ↓ red = negative
Nov 25
Dec 25
Jan 26
Feb 26
Mar 26
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
🗓️ Snapshot Timeline
HISTORYEach bar shows a tracked update and the metric delta from the previous snapshot.
App Specs
🔐 Own this app? Claim & verify MRR →💾 52 MB🔞 4+📱 iOS 17.0+🔖 v1.14.2🔄 updated 1w ago🌐 EN, FR, DE, ID, MS +5📂 Health & Fitness💰 Free🚀 Launched 2025 (0y old)
📝 About this app
AI Calorie Scanner is the easiest way to track your nutrition and stay in control of your health. Forget about typing meals manually—just take a photo of your food, and our advanced AI will instantly recognize ingredients, estimate calories, and provide a full nutritional breakdown.
With AI Calorie Scanner, you’ll get accurate insights into your daily intake of calories, proteins, fats, and carbohydrates, helping you make smarter food choices. Whether you want to lose weight, build muscle, or simply maintain a balanced diet, our app adapts to your goals and gives you the data you need to succeed.
Key features:
Instant food recognition – snap a photo, and the app does the rest.
Accurate calorie estimates – powered by cutting-edge AI technology.
Detailed nutrition info – proteins, fats, carbs, and more.
Progress tracking – monitor your daily, weekly, and monthly stats.
Personalized goals – adjust your targets to fit your lifestyle.
Simple and intuitive interface – designed for everyday use.
AI Calorie Scanner saves you time and removes the hassle of logging meals manually. It’s like having a nutritionist in your pocket—always ready to help you stay on track and motivated. Whether you’re an athlete, a fitness enthusiast, or just someone who cares about healthy eating, AI Calorie Scanner will make your journey easier and more enjoyable.
Take the guesswork out of eating. Download AI Calorie Scanner today and start building healthier habits with the power of AI.Terms of Use - https://caloriescannerai.com/terms-of-use.html
Disclaimer
The information provided in this app is for general informational and educational purposes only and is not intended to be a substitute for professional medical advice, diagnosis, or treatment. Always seek the advice of your physician or another qualified health provider with any questions you may have regarding a medical condition, diet, or health objectives. Never disregard professional medical advice or delay in seeking it because of something you have read in this app.
Additional Subscription Information:
• Payment will be charged to your Apple ID account upon confirmation of purchase.
• Subscription automatically renews unless auto-renew is turned off at least 24 hours before the end of the current period.
• Your account will be charged for renewal within 24 hours prior to the end of the current period.
• You can manage your subscription by going to your Account Settings on the App Store after purchase.
Detailed information on our Terms of Use and Privacy Policy is available here:
Privacy Policy - https://airscreen.design/privacy
Terms of Use - https://airscreen.design/termsofuse
With AI Calorie Scanner, you’ll get accurate insights into your daily intake of calories, proteins, fats, and carbohydrates, helping you make smarter food choices. Whether you want to lose weight, build muscle, or simply maintain a balanced diet, our app adapts to your goals and gives you the data you need to succeed.
Key features:
Instant food recognition – snap a photo, and the app does the rest.
Accurate calorie estimates – powered by cutting-edge AI technology.
Detailed nutrition info – proteins, fats, carbs, and more.
Progress tracking – monitor your daily, weekly, and monthly stats.
Personalized goals – adjust your targets to fit your lifestyle.
Simple and intuitive interface – designed for everyday use.
AI Calorie Scanner saves you time and removes the hassle of logging meals manually. It’s like having a nutritionist in your pocket—always ready to help you stay on track and motivated. Whether you’re an athlete, a fitness enthusiast, or just someone who cares about healthy eating, AI Calorie Scanner will make your journey easier and more enjoyable.
Take the guesswork out of eating. Download AI Calorie Scanner today and start building healthier habits with the power of AI.Terms of Use - https://caloriescannerai.com/terms-of-use.html
Disclaimer
The information provided in this app is for general informational and educational purposes only and is not intended to be a substitute for professional medical advice, diagnosis, or treatment. Always seek the advice of your physician or another qualified health provider with any questions you may have regarding a medical condition, diet, or health objectives. Never disregard professional medical advice or delay in seeking it because of something you have read in this app.
Additional Subscription Information:
• Payment will be charged to your Apple ID account upon confirmation of purchase.
• Subscription automatically renews unless auto-renew is turned off at least 24 hours before the end of the current period.
• Your account will be charged for renewal within 24 hours prior to the end of the current period.
• You can manage your subscription by going to your Account Settings on the App Store after purchase.
Detailed information on our Terms of Use and Privacy Policy is available here:
Privacy Policy - https://airscreen.design/privacy
Terms of Use - https://airscreen.design/termsofuse
🆕 What's New · v1.14.2
Food database updated
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- The Calorie Scanner AI - Jumo
- Developer
- Cacao Mobile
- Bundle ID
- ai.calory.tracker.counter.diet
- App Store URL
- Open in App Store
- Category
- Health & Fitness
- Content rating
- 4+
- Languages
- EN, FR, DE, ID, MS, PT, RU, ES, TR, VI
Company
- Website
- caloriescannerai.com
- Tagline
- AI Calorie Counter
- Description
- AI Calorie Scanner – Instantly track calories, macros, and water intake with your camera. The fastest way to eat smarter and reach your health goals.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Not found
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $537/mo
- Top-grossing rank
- Outside top 100 in US Health & Fitness
- All-time revenue
- Not found
- Pricing
- Not found
Founder
- Name
- Not found
- X / Twitter
- Not found
- Not found
- GitHub
- Not found
- X followers
- Not found
- Public statements
- Not found
Funding
- Total raised
- Not found
- Last round
- Not found
- Investors
- Not found
- Crunchbase
- Not found
- AngelList
- Not found
Press & Links
- Articles found
- Not found
- Listed on
- Not found
- Blog
- Not found
- Press / News
- Not found
Contacts & Socials
- Socials
- Not found
- Not found
- Phone
- Not found
- Contact page
- Not found
- About page
- https://caloriescannerai.com/about/features.html
📈Ratings growth2,320 ratings+720% lifetimeShow 3-year history estimate ▾
Tracked (29 weeks) Pre-tracking estimate (7 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Geographic ReachNot ranked
This app is currently outside the top 100 grossing in all 9 countries we monitor (US, UK, DE, FR, JP, CA, AU, BR, IN). Niche or new apps often launch this way — popularity rankings appear once daily revenue clears the regional threshold.
Profile is built from iTunes Lookup + developer site scrape + ML revenue model. Empty fields show "Not found" — additional sources (Crunchbase, X, IndieHackers, Acquire.com) coming.
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