DairyBar
63
Quality Score
Solid
DairyBar
by Jennifer Brandes
Medium confidence
✍️ Bumetric analysis
“
DairyBar is an iOS app from Jennifer Brandes in the Education category, currently rated 4.5★ across 451 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 63: Solid (established niche player). For a Education 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
$5.5K
per month
→
12-mo forecast
$5.6K – $11.8K
per month
→
24-mo forecast
$7.0K – $21.0K
per month
MID 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
56 snapshots on record
Rating
4.5
Reviews
451 reviews
Forecast Revenue / mo
$5.5K
Snapshots tracked
56
since Jan 2019
ONE-TIME · BUILD
💰 Estimated build cost
$60K
↳ What it cost to build · not monthly revenue
Likely range $45K – $80K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~11 months at current MRR
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 (53 MB) | +$1K |
| ⚙ Education complexity ×1.20 | +$10K |
Total estimate
$60K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$75K
↳ What it would sell for · not monthly revenue
Marketplace range $75K – $100K · 16× MRR multiple
💸
~1.2× build cost (break-even+)
Synthetic estimate. Multiple band derived from ad-supported + age, rating quality, category demand, and user-base maturity. Calibrated against 2024-2026 indie-app-marketplace closed-deal medians. Full math + comparable deal list on /methodology.
How the multiple was built
| 📺 Ad-supported base | 15× MRR |
| ⭐ ★ rating ≥ 4.4 (solid) | +8% |
| 🏷 Education category multiple | +6% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
16× MRR
👥 Estimated audience size
38K
Lifetime downloads (US-equivalent)
Monthly active
6.8K
Daily active
2.0K
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
| 📲 Education engagement | ~85 installs / rating |
| 🔁 Education D30 retention | 18% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
29% sticky
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$5.5K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$5.2K – $8.6K
12 months
$5.6K – $11.8K
24 months
$7.0K – $21.0K
Compound growth at +4.0% MoM (tier baseline for MID). Range widens with horizon — typical noise band ±25% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Below median · 46/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
4.9
Product Quality
6.3
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
4.0
Market Position
2.0
Operational Safety
10.0
- 💰 Revenue: Modest — $3K - $8K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.5★ across 451 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 = $98K-$174K.
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 9 of 9 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Paid app ($0.00)METRIC | +$2,800 | |
| Excellent rating (4.5★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| highly recommendREVIEW | +$1,400 | |
| priceyREVIEW | −$800 | |
| Established app (7y old)METRIC | +$800 | |
| Early-stage install base (451 ratings)METRIC | +$400 | |
| Single-language (English only)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 · v5.3.3
This app is updated frequently to fix bugs, improve performance and keep your experience running smoothly. This update includes:
-Added setting for users to control when they receive milk expiring notifications
-Bug fixes and stability
-Added setting for users to control when they receive milk expiring notifications
-Bug fixes and stability
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- DairyBar
- Developer
- Jennifer Brandes
- Bundle ID
- Not found
- App Store URL
- Open in App Store
- Category
- Education
- Content rating
- 4+
- Languages
- EN
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
- Reported revenue signal / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- Model estimate / mo
- $5.5K/mo
- Top-grossing rank
- Not found
- 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 growth465 ratings+46400% lifetimeShow 3-year history estimate ▾
Tracked (56 weeks) Pre-tracking estimate (0 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.
💰Pricing History$0.00 → $0.00 (+0%)
🚀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
Breastfeeding is hard enough — keeping track of your milk stash shouldn't be. Dairy Bar makes it simple to know exactly what you have, where it is, and how long it will last.
Try it free and see for yourself.
Features:
-Track milk across up to 10 storage locations and multiple children (including twins)
-See your total stash at a glance, broken down by location
-Pumping calculator helps you figure out when you can stop pumping
-Supports cooler, fridge, freezer, deep freeze, and freeze dried storage types
-Know exactly how long your stash will last based on your baby's daily consumption… View full description on the official store →
Try it free and see for yourself.
Features:
-Track milk across up to 10 storage locations and multiple children (including twins)
-See your total stash at a glance, broken down by location
-Pumping calculator helps you figure out when you can stop pumping
-Supports cooler, fridge, freezer, deep freeze, and freeze dried storage types
-Know exactly how long your stash will last based on your baby's daily consumption… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 53 MB🔞 4+📱 iOS 16.4+🔖 v5.3.3🔄 updated 0d ago🌐 EN📂 Education💰 Paid
📅
What Worked™ · Development Pipeline
19 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 →
2026-09
🔧
Shipped update — v5.2.2 → v5.3.3
2026-08
📸
Refreshed store screenshots — 12 of 12 updated
2026-07
💲
Went free — dropped $3.99 price point
→ 30 days after: reviews +5 medium · co-occurring
2026-07
🔄
Monetization changed: paid → free
→ 30 days after: reviews +5 medium · co-occurring
2026-07
🔧
Shipped update — v4.6.12 → v5.2.2
→ 30 days after: reviews +11 low · multiple changes
2026-05
💲
Went paid — introduced $3.99 price point
→ 30 days after: reviews +6 medium · co-occurring
2026-03
⭐
Rating ↑ 4.18 → 4.50 (improved 0.32★)
→ 30 days after: revenue +$6.3K/mo · rating +0.31★ · reviews +379 high confidence
2026-03
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$6.3K/mo · rating +0.31★ · reviews +379 high confidence
2025-05
📈
Crossed 50 ratings — social-proof flywheel kicking in
2025-05
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$179/mo · reviews +11 high confidence
2021-04
📈
Crossed 10 ratings — social-proof flywheel kicking in
2021-04
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.25★ medium · co-occurring
2020-05
⭐
Rating ↑ 2.83 → 3.14 (improved 0.31★)
2020-03
⭐
Rating ↑ 2.25 → 2.83 (improved 0.58★)
2020-03
⭐
Rating ↑ 2.25 → 2.80 (improved 0.55★)
→ 30 days after: rating +0.58★ low · multiple changes
2019-11
⭐
Rating ↓ 3.00 → 2.25 (dropped 0.75★)
2019-11
⭐
Rating ↓ 3.00 → 2.33 (dropped 0.67★)
→ 30 days after: rating −0.75★ low · multiple changes
2019-05
⭐
Rating ↓ 5.00 → 3.00 (dropped 2.00★)
2019-01
🚀
First tracked snapshot — initial data captured
📸
Store Page History
12 SCREENSHOT CHANGESEvery time a developer swaps a store screenshot we archive both versions. Compare side-by-side to see what messaging / visuals changed.
iPad screenshots
Slot 1
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 2
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 3
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 4
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 5
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 6
2 ver.
2 ver.
2026-05-13
2026-08-10
iPhone screenshots
Slot 1
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 2
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 3
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 4
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 5
2 ver.
2 ver.
2026-05-13
2026-08-10
Slot 6
2 ver.
2 ver.
2026-05-13
2026-08-10
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 5★ | 10 | 5★ this version |
| 🇧🇷 BR | 0★ | 0 | — |
| 🇨🇦 CA | 4.5625★ | 16 | 4.5625★ this version |
| 🇩🇪 DE | 0★ | 0 | — |
| 🇫🇷 FR | 5★ | 1 | 5★ this version |
| 🇬🇧 GB | 4.42856★ | 7 | 4.42856★ this version |
| 🇮🇳 IN | 0★ | 0 | — |
| 🇯🇵 JP | 0★ | 0 | — |
| 🇺🇸 US | 4.80043★ | 466 | 4.80043★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for DairyBar: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
About this analysis
Why medium confidence: 451 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
7 answers · auto-generated from this app's public dataHow much does DairyBar make per month?▴
Based on our ML-calibrated revenue forecast, DairyBar earns approximately $5.5K/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.
Is DairyBar profitable?▴
With estimated build cost $60K and monthly revenue $5.5K, DairyBar looks profitable — pays back its estimated build cost in roughly 11 months at the current run-rate. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does DairyBar have?▴
Estimated audience: ~38K lifetime downloads, ~6K monthly active users, and ~2K daily active users. Derived from ratings count × category installs-per-rating × age decay. US-storefront-equivalent — global audience can be 5-10× larger for internationally-distributed apps.
What apps are like DairyBar?▴
Browse the full Education 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.
How much would DairyBar sell for?▴
Estimated acquisition value: $75K (marketplace range $75K – $100K). Calculated as 16× monthly revenue using the standard multiple for the detected monetization model + adjustments for age, rating quality and category demand. Calibrated against 2024-2026 Flippa / Acquire.com / MicroAcquire closed-deal medians.
Who makes DairyBar?▴
DairyBar is published by Jennifer Brandes 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 DairyBar's BU Score?▴
DairyBar has a BU Score of 63/100 (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.