PillEye – tablet, pill counter
41
Quality Score
Emerging
PillEye – tablet, pill counter
by Medility Inc.
Medium confidence
✍️ Bumetric analysis
“
PillEye – tablet, pill counter is an iOS app from Medility Inc. in the Education category, currently rated 2.9★ across 218 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 41: Emerging (early traction worth watching). For a Education app, that means early traction worth watching. 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
$5.0K
per month
→
12-mo forecast
$5.2K – $10.8K
per month
→
24-mo forecast
$6.4K – $19.2K
per month
MID tierSUBSCRIPTION
💡 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
80 snapshots on record
Rating
2.9
Reviews
218 reviews
Forecast Revenue / mo
$5.0K
Snapshots tracked
80
since Dec 2020
🤖Also on Android
$114/mo · 1K ratings · 3.8★
View →
ONE-TIME · BUILD
💰 Estimated build cost
$140K
↳ What it cost to build · not monthly revenue
Likely range $105K – $190K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~2.3y 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 (142 MB) | +$36K |
| ⚙ Education complexity ×1.20 | +$17K |
| ⚙ 5.8y maintenance × ~1-person team | +$34K |
Total estimate
$140K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$75K
↳ What it would sell for · not monthly revenue
Marketplace range $50K – $100K · 14× MRR multiple
💸
~0.5× build cost (under-water)
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 |
| 📅 5.8y proven track record | +20% |
| ⭐ ★ rating < 3.5 (weak) | -18% |
| 🏷 Education category multiple | +6% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
14× MRR
👥 Estimated audience size
13K
Lifetime downloads (US-equivalent)
Monthly active
1.8K
Daily active
540
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 |
| 📅 5.8y of rating accumulation | -29% |
| 🔁 Education D30 retention | 18% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
30% sticky
🛠 Estimated tech stack
🍎
Native iOS (SwiftUI)
Medium confidence · 60%
Also possible
React Native
Flutter
Heuristic guess from app bundle size, category, store description signals, and release-date stack era. Bumetric does not disassemble binaries — for binary-level certainty you would need an SDK intelligence tool or the manifest itself. Reasoning chain on the right. Full ruleset on /methodology.
Signals we read
| 📦 App bundle size | 142 MB |
| 🏷 Category context | Education |
| 📦 Mid-large iOS bundle | → Likely native SwiftUI (post-2020 era) |
💀 Maintenance status
Slowing
25%
Last shipped 2026-08-18 · 37 days ago
0 · Active
50 · At risk
100 · Abandoned
Heuristic risk score from time-since-last-update + ratings velocity proxy + Editor's Choice / curated featuring signals. Calibrated against 2024-2025 app-store ranking decay reports. Not a guarantee — a quiet app with a healthy codebase looks the same as an abandoned one until something breaks. Full math on /methodology.
Risk signals
| 📅 37 days since last update | Healthy release cadence |
| 👥 Small user base (218 ratings) + 5.8y old | +10% (solo-project pattern) |
Verdict
Slowing
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$5.0K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
Direction
Tailwinds: monetization model proven
Headwinds: rating drift may slow acquisition
6 months
$4.7K – $7.9K
12 months
$5.2K – $10.8K
24 months
$6.4K – $19.2K
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 · 45/100MID TIERSUBSCRIPTIONunderperforming peersGrowth Velocity
5.0
Founder Strength
3.0
Product Quality
2.6
Revenue Strength
3.7
Monetization Maturity
9.5
Defensibility
6.0
Market Position
2.0
Operational Safety
4.3
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 2.93★ across 218 reviews — weak — significant quality concerns.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ Risk: Elevated — 22% subscription complaints, rating drift -0.59 ★ (recent 50 vs lifetime).
🎯 For competitors: Vulnerable. Quality drift + slow updates create a clear opening for a fresh competitor with active dev cadence.
💵 For acquirers: Estimated asking range 12-22× monthly = $60K-$110K. Discount applied for operational risk..
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 11 of 11 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| Below-average rating (2.9★)METRIC | −$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| too expensiveREVIEW | −$1,000 | |
| support teamREVIEW | +$900 | |
| priceyREVIEW | −$800 | |
| Established app (5y old)METRIC | +$800 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Early-stage install base (218 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 · v3.13.2
v3.13.2 Update
This update delivers a more intelligent AI and an enhanced user experience by improving app performance and usability.
[Improvements]
Enhanced AI Recognition Performance: The AI engine has been upgraded to improve object recognition performance and stability.… Full release notes →
This update delivers a more intelligent AI and an enhanced user experience by improving app performance and usability.
[Improvements]
Enhanced AI Recognition Performance: The AI engine has been upgraded to improve object recognition performance and stability.… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- PillEye – tablet, pill counter
- Developer
- Medility Inc.
- Bundle ID
- com.rocateer.mediscount
- App Store URL
- Open in App Store
- Category
- Education
- Content rating
- 4+
- Languages
- EN, JA, KO
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
- $5.0K/mo
- Top-grossing rank
- 🇨🇦#21 /100 🇯🇵#36 /100 🇺🇸#53 /100 🇦🇺#92 /100
- 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 growth223 ratings+260% lifetimeShow 3-year history estimate ▾
Tracked (60 weeks) Pre-tracking estimate (0 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Top Countries — Grossing Rank4 countries
🇨🇦CA#21 /100
🇯🇵JP#36 /100
🇺🇸US#53 /100
🇦🇺AU#92 /100
📊Category Rank Trajectory#21 now · best #21 · worst #21
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
🚀Update Frequency · Releases per Quarter2 releases tracked
🚀Version Release Timeline2 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
PillEye – Revolutionize Pill Counting
Stop manually counting pills and switch to a faster, more accurate service with PillEye. Built for pharmacists, pharmacy technicians, veterinarians, and healthcare professionals, PillEye delivers precision and efficiency like never before.
Key Features:
- Photo Mode – Snap and Count: Capture a single photo to count up to 500 pills with unmatched precision.
- 99.99% Accuracy: Whether you’re counting tablets, capsules, or halves, PillEye ensures every count is precise.
- History Management: Save, review, and share your pill counts seamlessly with your team.… View full description on the official store →
Stop manually counting pills and switch to a faster, more accurate service with PillEye. Built for pharmacists, pharmacy technicians, veterinarians, and healthcare professionals, PillEye delivers precision and efficiency like never before.
Key Features:
- Photo Mode – Snap and Count: Capture a single photo to count up to 500 pills with unmatched precision.
- 99.99% Accuracy: Whether you’re counting tablets, capsules, or halves, PillEye ensures every count is precise.
- History Management: Save, review, and share your pill counts seamlessly with your team.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 142 MB🔞 4+📱 iOS 13.0+🔖 v3.13.2🔄 updated 1mo ago🌐 EN, JA, KO📂 Education💰 Free🚀 Launched 2020 (5y old)
📅
What Worked™ · Development Pipeline
13 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 →
2026-08
🔧
Shipped update — v3.13.1 → v3.13.2
2026-05
🔄
Monetization changed: freemium → free
2026-05
⭐
Rating ↓ 5.00 → 2.93 (dropped 2.07★)
2026-03
⭐
Rating ↑ 2.38 → 5.00 (improved 2.62★)
→ 30 days after: rating +2.62★ · reviews +124 high confidence
2026-03
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: rating +2.62★ · reviews +124 high confidence
2023-08
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.10★ high confidence
2023-08
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +6 high confidence
2022-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2022-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.19★ high confidence
2021-05
⭐
Rating ↑ 2.80 → 3.17 (improved 0.37★)
2021-01
⭐
Rating ↑ 2.33 → 3.00 (improved 0.67★)
→ 30 days after: rating +2.00★ medium · co-occurring
2021-01
⭐
Rating ↑ 1.00 → 2.50 (improved 1.50★)
→ 30 days after: rating +2.00★ medium · co-occurring
2020-12
🚀
First tracked snapshot — initial data captured
→ 30 days after: rating +2.00★ medium · co-occurring
🗣
Voice of Customer
Based on 94 reviews across 2 markets● 67% positive · ● 10% neutral · ● 23% negative · Rating drift: -0.59★ (declining — recent 50: 2.34★ vs lifetime: 2.93★)
VADER compound sentiment per quarter (−1 = fully negative, +1 = fully positive). Each point ≥ 5 reviews.
Sentiment by country (−1 to +1)
🇺🇸 US
+0.33
🇦🇺 AU
+0.17
Top praise themes
accurate ×12 count ×11 pills ×10 counting ×10 works ×7 one ×5 recommend ×5 easy ×5
Top complaint themes
doesn work ×5 per month ×5 count pills ×4 sign required ×4 new update ×3 inventory counts ×3 ridiculous subscription ×3 dollars month ×3
Risk signals
Subscription complaints: 22%
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 3.4★ | 5 | 3.4★ this version |
| 🇧🇷 BR | 0★ | 0 | — |
| 🇨🇦 CA | 2.44736★ | 38 | 2.44736★ this version |
| 🇩🇪 DE | 1★ | 1 | 1★ this version |
| 🇫🇷 FR | 0★ | 0 | — |
| 🇬🇧 GB | 5★ | 6 | 5★ this version |
| 🇮🇳 IN | 5★ | 2 | 5★ this version |
| 🇯🇵 JP | 2.54762★ | 42 | 2.54762★ this version |
| 🇺🇸 US | 2.94619★ | 223 | 2.94619★ this version |
🔔
Track this app’s revenue
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for PillEye – tablet, pill counter: 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: 218 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
10 answers · auto-generated from this app's public dataHow much does PillEye – tablet, pill counter make per month?▴
Based on our ML-calibrated revenue forecast, PillEye – tablet, pill counter earns approximately $5.0K/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 PillEye – tablet, pill counter profitable?▴
With estimated build cost $140K and monthly revenue $5.0K, PillEye – tablet, pill counter looks break-even-grade — payback period sits around 2.3 years. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does PillEye – tablet, pill counter have?▴
Estimated audience: ~13K lifetime downloads, ~1K monthly active users, and ~540 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 PillEye – tablet, pill counter?▴
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.
What is PillEye – tablet, pill counter built with?▴
Our heuristic places PillEye – tablet, pill counter on the Native iOS (SwiftUI) stack (Medium confidence, 60%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: React Native, Flutter.
Is PillEye – tablet, pill counter still actively maintained?▴
Maintenance status: Slowing (25% abandonment risk). Last shipped version was 1 months ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would PillEye – tablet, pill counter sell for?▴
Estimated acquisition value: $75K (marketplace range $50K – $100K). Calculated as 14× 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.
When was PillEye – tablet, pill counter last updated?▴
PillEye – tablet, pill counter last shipped a new version on 2026-08-18 — 1 months ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes PillEye – tablet, pill counter?▴
PillEye – tablet, pill counter is published by Medility Inc. 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 PillEye – tablet, pill counter's BU Score?▴
PillEye – tablet, pill counter has a BU Score of 41/100 (Emerging). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.