VibeMeal: AI Calorie Counter
57
Quality Score
Solid
VibeMeal: AI Calorie Counter
Medium confidence
✍️ bumetric analysis
“
VibeMeal: AI Calorie Counter is an iOS app from Vibemeal OU in the Utilities category, currently rated 4.7★ across 103 ratings. Initial signal reads as no scraped reviews yet: judgment based on metadata only.
Quality Score is 57: Solid (established niche player). For a Utilities 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
$3.7K
per month
→
12-mo forecast
$3.2K – $11.6K
per month
→
24-mo forecast
$3.0K – $26.8K
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
$70K
↳ What it cost to build · not monthly revenue
Likely range $50K – $95K
$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 (136 MB) | +$34K |
| ⚙ Utilities complexity ×0.85 | $-12752 |
Total estimate
$70K
👥 Estimated audience size
20K
Lifetime downloads (US-equivalent)
Monthly active
4.1K
Daily active
820
Synthetic estimate from ratings × category benchmarks. Calibrated against 2024-2026 mobile-attribution retention + DAU/MAU reports. Numbers are US-storefront-equivalent — true global audience can be 5-10× larger for international apps. Full math + source list on /methodology.
How we sized it
| 📲 Utilities engagement | ~200 installs / rating |
| 🔁 Utilities D30 retention | 20% |
| 📍 DAU / MAU stickiness | 0.20 |
DAU / MAU
20% sticky
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$3.7K/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: low defensibility moat
6 months
$3.1K – $7.3K
12 months
$3.2K – $11.6K
24 months
$3.0K – $26.8K
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
Early-stage solo · 42/100INDIE TIERexpected for tierGrowth Velocity
5.0
Founder Strength
3.5
Product Quality
6.6
Revenue Strength
3.6
Monetization Maturity
1.0
Defensibility
2.2
Market Position
2.0
Operational Safety
10.0
- 💰 Revenue: Modest — $1K - $9K/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.71★ across 103 reviews — solid.
- 📍 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 = $66K-$117K.
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 (4.7★)METRIC | +$2,200 | |
| Multilingual (13 languages)METRIC | +$1,500 | |
| New app (9 months old)METRIC | −$700 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Early-stage install base (103 ratings)METRIC | +$400 |
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 · v1.0.17
Improved app optimization and enhanced AI performance.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- VibeMeal: AI Calorie Counter
- Developer
- Vibemeal OU
- Bundle ID
- com.vibemeal
- App Store URL
- Open in App Store
- Category
- Utilities
- Content rating
- 12+
- Languages
- CS, NL, EN, FI, FR, DE, IT, PL, PT, SK, ES, SV, UK
Company
- Website
- Not found
- Tagline
- Today
- Description
- Find apps and games for iPhone, iPad, Mac, and more on the App Store.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Available
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $287/mo
- Top-grossing rank
- Outside top 100 in US Utilities
- 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.
📈Ratings growth107 ratings+1089% lifetimeShow 3-year history estimate ▾
Tracked (10 weeks) Pre-tracking estimate (9 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.
🚀Update Frequency · Releases per Quarter3 releases tracked
🚀Version Release Timeline3 releases tracked
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
Track calories instantly with AI — simply take a photo of your meal and get nutrition data in seconds.
The smartest and easiest way to manage your diet.
Please note:
Access to VibeMeal requires a subscription, which includes a 3-day free trial. The main app features are available only after starting the trial period. You will not be able to use the AI calorie tracking feature without starting a subscription or free trial.
GOAL:
Our mission is to make calorie tracking easy and accurate.
Track calories and macros with a single photo.
Stay consistent with your diet without manual data entry.… View full description on the official store →
The smartest and easiest way to manage your diet.
Please note:
Access to VibeMeal requires a subscription, which includes a 3-day free trial. The main app features are available only after starting the trial period. You will not be able to use the AI calorie tracking feature without starting a subscription or free trial.
GOAL:
Our mission is to make calorie tracking easy and accurate.
Track calories and macros with a single photo.
Stay consistent with your diet without manual data entry.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 136 MB🔞 12+📱 iOS 15.1+🔖 v1.0.17🔄 updated 0d ago🌐 CS, NL, EN, FI, FR +8📂 Utilities💰 Paid
📅
What Worked™ · Development Pipeline
3 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 →
2026-06
🔧
Shipped update — v1.0.12 → v1.0.13
→ 30 days after: reviews +10 high confidence
2026-05
🔄
Monetization changed: paid → free
→ 30 days after: reviews +20 high confidence
2026-03
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.58333★ | 36 | 4.58333★ this version |
| 🇧🇷 BR | 4★ | 1 | 4★ this version |
| 🇨🇦 CA | 4.52632★ | 19 | 4.52632★ this version |
| 🇩🇪 DE | 4.875★ | 88 | 4.875★ this version |
| 🇫🇷 FR | 4.71186★ | 118 | 4.71186★ this version |
| 🇬🇧 GB | 4.71429★ | 35 | 4.71429★ this version |
| 🇮🇳 IN | 3★ | 1 | 3★ this version |
| 🇯🇵 JP | 0★ | 0 | — |
| 🇺🇸 US | 4.68224★ | 107 | 4.68224★ this version |
🔔
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
Full revenue analysis
Read the article-style breakdown for VibeMeal: AI Calorie Counter: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Similar apps in Utilities
About this analysis
Why medium confidence: 103 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does VibeMeal make per month?▴
Based on our ML-calibrated revenue forecast, VibeMeal earns approximately $287/mo. This is a US-storefront-equivalent estimate; global revenue can be several times larger for internationally-distributed apps. See the methodology page for the full formula and confidence bands.
What apps are like VibeMeal?▴
Browse the full Utilities 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 VibeMeal?▴
VibeMeal is published by Vibemeal OU 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 VibeMeal's BU Score?▴
VibeMeal has a BU Score of 57/100 (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.