CalMind – AI Calorie Counter
55
Quality Score
Solid
CalMind – AI Calorie Counter
Low confidence
✍️ bumetric analysis
“
CalMind – AI Calorie Counter is an iOS app from Gaomi Star Network Technology Co., Ltd. in the Health & Fitness category, currently rated 4.8★ across 28 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 55: Solid (established niche player). For a Health & Fitness app, that means established niche player. The full BU Investment Matrix below scores 8 dimensions including monetisation, growth, and operational risk.
Track changes month-over-month in the Performance section below: live snapshot history and revenue forecast included.
💰 Monthly revenue · now vs forecast
● Right now
$500
per month
→
12-mo forecast
$437 – $1575
per month
→
24-mo forecast
$405 – $3644
per month
INDIE tier
💡 Grow this revenue
Free AI audit of this app’s store listing
- Title & subtitle keyword fit
- Description hook & conversion structure
- Screenshots, ratings, reviews strategy
Typical impact: +2-5× organic installs
📊 Performance Tracking LIVE
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$125K
↳ What it cost to build · not monthly revenue
Likely range $95K – $170K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Slow ROI — current MRR is well below build cost
Synthetic estimate. Inputs: category complexity, file size, screen count, monetization layer, platform reach, age × team-size proxy. Calibrated against 2024-2026 indie-agency rate surveys. Full math + source list on /methodology.
Where the money goes
| 🧱 MVP baseline (design + 1-store ship) | +$28K |
| 📱 5 unique screens × $4.5K | +$22K |
| 📦 Asset bundle (382 MB) | +$40K |
| ⚙ Health & Fitness complexity ×1.40 | +$36K |
Total estimate
$125K
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$500/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition, low defensibility moat
6 months
$426 – $993
12 months
$437 – $1.6K
24 months
$405 – $3.6K
Compound growth at +6.0% MoM (tier baseline for INDIE). Range widens with horizon — typical noise band ±40% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Pre-traction · 37/100INDIE TIERlimited signalRevenue Strength
2.7
Product Quality
3.8
Market Position
2.0
Growth Velocity
5.0
Defensibility
2.4
Operational Safety
10.0
Founder Strength
2.9
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.79★ across 28 reviews — weak — significant quality concerns.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: dev shipping weekly.
- ⚠️ Risk: Low — no material risk signals detected.
🎯 For competitors: Mixed picture. Worth competing if you have a clear UX or pricing edge — otherwise crowded segment.
💵 For acquirers: Estimated asking range 18-32× monthly = $9K-$16K.
Composite of 8 dimensions computed deterministically from public signals — no LLM, every score traces back to a measurable input. Default weights shown; "compete" / "acquire" / "invest" lenses re-weight without re-fetching.
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 5 of 5 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Excellent rating (4.8★)METRIC | +$2,200 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Localized (9 languages)METRIC | +$600 | |
| Pre-traction phase (28 ratings)METRIC | −$300 | |
| Growing app (1y old)METRIC | +$200 |
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.
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
🆕 What's New · v5.3.5
What's New
• Improved AI food recognition for more accurate calorie and nutrition insights
• Added friend weight tracking to help you stay accountable together
• Enhanced weight trend analysis and goal tracking
• Improved food logging experience and overall performance… Full release notes →
• Improved AI food recognition for more accurate calorie and nutrition insights
• Added friend weight tracking to help you stay accountable together
• Enhanced weight trend analysis and goal tracking
• Improved food logging experience and overall performance… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- CalMind – AI Calorie Counter
- Developer
- Gaomi Star Network Technology Co., Ltd.
- Bundle ID
- com.calmind.stars
- App Store URL
- Open in App Store
- Category
- Health & Fitness
- Content rating
- 4+
- Languages
- EN, FR, DE, JA, KO, PT, RU, ZH, ES
Company
- Website
- www.calmind.online
- Tagline
- Not found
- Description
- Not found
- 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
- $86/mo
- Top-grossing rank
- Outside top 100 in US Health & Fitness
- All-time revenue
- Not found
- Pricing
- Not found
Founder
Founder data not yet collected for this app.
Funding
Funding data not yet collected for this app.
Press & Links
Press & Links data not yet collected for this app.
Contacts & Socials
Contacts & Socials data not yet collected for this app.
⭐Recent App Store Reviews3 latest · avg 3.67★ · 66.7% 5★ · 33.3% 1★
5★2 (67%)
4★0 (0%)
3★0 (0%)
2★0 (0%)
1★1 (33%)
+2 ratings/week
Top positive
★★★★★ Cumple con lo que muestra
10/10…
★★★★★ крутое
очень хорошее приложение…
Top negative
★☆☆☆☆ 操作一次，手指按到麻木。智障似的问答。
操作一次，手指按到麻木。智障似的问答。…
📈Ratings growth28 ratings+1300% lifetimeShow 3-year history estimate ▾
Tracked (4 weeks) Pre-tracking estimate (20 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.
📝 About this app
CalMind — AI Calorie Counter & Food Photo Scanner
Track calories and macros instantly with a simple photo.
CalMind helps you understand what you eat, monitor nutrition, and stay consistent with your health goals — whether you want to lose weight, build muscle, or maintain a healthy lifestyle.
No manual logging. Just snap a photo and get clear calorie and nutrition insights in seconds.
MAIN FEATURES
Food Photo Scanning & Nutrition Analysis… View full description on the official store →
Track calories and macros instantly with a simple photo.
CalMind helps you understand what you eat, monitor nutrition, and stay consistent with your health goals — whether you want to lose weight, build muscle, or maintain a healthy lifestyle.
No manual logging. Just snap a photo and get clear calorie and nutrition insights in seconds.
MAIN FEATURES
Food Photo Scanning & Nutrition Analysis… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 382 MB🔞 4+📱 iOS 15.6+🔖 v5.3.5🔄 updated 0d ago🌐 EN, FR, DE, JA, KO +4📂 Health & Fitness💰 Paid
📅
What Worked™ · Development Pipeline
4 EVENTS TRACKEDDetected changes in this app over its tracked lifetime — each event links cause (what changed) to effect (what moved). Sorted newest first.See full history →Version history →
2026-03
⭐
Rating ↑ 3.67 → 4.90 (improved 1.23★)
2026-02
⭐
Rating ↑ 3.00 → 3.67 (improved 0.67★)
2025-12
⭐
Rating ↑ 1.00 → 3.00 (improved 2.00★)
2025-06
🚀
First tracked snapshot — initial data captured
🧪
Tech & Domain Intel — calmind.online
- Tech stack
- Google Workspace
Derived from public RDAP + DNS TXT records (no scraping, no login).
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇺🇸 US | 4.78571★ | 28 | 4.78571★ this version |
| 🇬🇧 GB | 4.83333★ | 6 | 4.83333★ this version |
| 🇩🇪 DE | 4.78571★ | 28 | 4.78571★ this version |
| 🇫🇷 FR | 4.73913★ | 46 | 4.73913★ this version |
| 🇯🇵 JP | 4.75★ | 4 | 4.75★ this version |
| 🇨🇦 CA | 4.63636★ | 11 | 4.63636★ this version |
| 🇦🇺 AU | 4.85714★ | 7 | 4.85714★ this version |
| 🇧🇷 BR | 5★ | 15 | 5★ this version |
| 🇮🇳 IN | 0★ | 0 | — |
🔔
Track this app’s revenue
FREEGet an email when revenue moves by your threshold. No spam, unsubscribe in one click.
📝 Description
95
BU Score · Transcendent
About this analysis
Why low confidence: only 28 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
📌 Final verdict — read this before you trust the numbers above
CalMind – AI Calorie Counter is a small / niche iOS app in the health & fitness space with weak public traction — only 28 ratings, no founder-verified MRR, and not ranked in any monitored grossing chart. The app appears to be monetised, but public signals are too sparse for a precise revenue estimate.
Bottom line: treat all revenue, audience and acquisition-value numbers on this page as directional only — not founder-verified facts.
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does CalMind – AI Calorie Counter make per month?▴
Our model estimates CalMind – AI Calorie Counter earns roughly $86/mo, but with only 28 ratings the confidence interval is wide. No founder-verified MRR is available for this app, so this is a model output calibrated against comparable apps in the same category. See methodology for the formula.
What apps are like CalMind – AI Calorie Counter?▴
Browse the full Health & Fitness category catalog to find similar apps with revenue, build cost, audience and tech stack data. Each /p/{slug} page also shows a Compare side-by-side widget with three peer apps from the same niche.
Who makes CalMind – AI Calorie Counter?▴
CalMind – AI Calorie Counter is published by Gaomi Star Network Technology Co., Ltd. on the Apple App Store. See the full publisher portfolio (other apps by the same developer) via the More by developer block on the product page above.
What is CalMind – AI Calorie Counter's BU Score?▴
CalMind – AI Calorie Counter has a BU Score of 55/100 (Solid). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.