PillEye – tablet, pill counter
41
Quality Score
Emerging
PillEye – tablet, pill counter
Medium confidence
✍️ bumetric analysis
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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
$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
$105K
↳ What it cost to build · not monthly revenue
Likely range $80K – $140K
$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 (140 MB) | +$36K |
| ⚙ Education complexity ×1.20 | +$17K |
Total estimate
$105K
👥 Estimated audience size
18K
Lifetime downloads (US-equivalent)
Monthly active
3.3K
Daily active
990
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
30% sticky
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$500/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
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 · 34/100INDIE TIERlimited signalRevenue Strength
2.7
Product Quality
4.1
Market Position
0.0
Growth Velocity
5.0
Defensibility
3.4
Operational Safety
8.0
Founder Strength
3.0
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE 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: Moderate — 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 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 · v3.13.1
v3.13.1 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
- Pill Counting, Simplified
- Description
- PillEye, the world's No. 1 counting app. Count up to 1,000 pills through a picture. Medility provides digitalized solutions for pharmacies.
- 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
- $326/mo
- Top-grossing rank
- 🇯🇵#26 /98 🇺🇸#36 /100 🇨🇦#50 /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 growth218 ratings+63% lifetimeShow 3-year history estimate ▾
Tracked (53 weeks) Pre-tracking estimate (35 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Top Countries — Grossing Rank3 countries
🇯🇵JP#26 /98
🇺🇸US#36 /100
🇨🇦CA#50 /100
📊Category Rank Trajectory#26 now · best #22 · worst #41
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
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 →💾 140 MB🔞 4+📱 iOS 13.0+🔖 v3.13.1🔄 updated 0d ago🌐 EN, JA, KO📂 Education💰 Free
📅
What Worked™ · Development Pipeline
10 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 →
2026-05
⭐
Rating ↓ 5.00 → 2.93 (dropped 2.07★)
2026-05
🔄
Monetization changed: freemium → free
2026-03
⭐
Rating ↑ 2.38 → 5.00 (improved 2.62★)
2026-03
📈
Crossed 100 ratings — social-proof flywheel kicking in
2023-08
📈
Crossed 50 ratings — social-proof flywheel kicking in
2022-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2021-05
⭐
Rating ↑ 2.80 → 3.17 (improved 0.37★)
2021-01
⭐
Rating ↑ 2.33 → 3.00 (improved 0.67★)
2021-01
⭐
Rating ↑ 1.00 → 2.50 (improved 1.50★)
2020-12
🚀
First tracked snapshot — initial data captured
🔔
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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
4 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 $326/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 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.
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.