Pillboxie
53
Quality Score
Solid
Pillboxie
Low confidence
✍️ bumetric analysis
“
Pillboxie is an iOS app from Nice Boy LLC in the Education category, currently rated 3.8★ across 96 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 53: 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
$3.4K
per month
→
12-mo forecast
$3.0K – $10.7K
per month
→
24-mo forecast
$2.7K – $24.7K
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
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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
📈
Pays back in ~2.1y 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 (67 MB) | +$6K |
| ⚙ Education complexity ×1.20 | +$11K |
Total estimate
$70K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$35K
↳ What it would sell for · not monthly revenue
Marketplace range $30K – $50K · 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 |
| ⭐ ★ rating 3.5-4.0 (mixed) | -8% |
| 🏷 Education category multiple | +6% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
14× MRR
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$3.4K/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition
6 months
$2.9K – $6.7K
12 months
$3.0K – $10.7K
24 months
$2.7K – $24.7K
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 · 38/100INDIE TIERlimited signalRevenue Strength
3.5
Product Quality
3.1
Market Position
1.5
Growth Velocity
5.0
Defensibility
4.5
Operational Safety
7.0
Founder Strength
4.4
Monetization Maturity
1.0
- 💰 Revenue: Modest — $1K - $8K/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 3.83★ across 96 reviews — weak — significant quality concerns.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 3185d ago — possibly dormant.
- ⚠️ Risk: Moderate — dormant (3185d since update).
🎯 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 = $60K-$108K.
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 7 of 7 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 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| Mature app (15y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| Pre-traction phase (96 ratings)METRIC | −$300 |
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 · v2.8.2
This update from Apple will improve the functionality of this app. No new features are included.
Bug fixes for iOS 11.
Bug fixes for iOS 11.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Pillboxie
- Developer
- Nice Boy LLC
- Bundle ID
- com.jaredsinclair.pillboxie
- App Store URL
- Open in App Store
- Category
- Education
- Content rating
- 4+
- Languages
- EN, DE, IT, ES
Company
- Website
- Not found
- 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
- $2.8K/mo
- Top-grossing rank
- Outside top 100 in US Education
- 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
- Socials
- twitter twitter.com/pillboxie
- pillboxie@gmail.com
- Phone
- Not found
- Contact page
- Not found
- About page
- Not found
📈Ratings growth96 ratings+123% lifetimeShow 3-year history estimate ▾
Tracked (60 weeks) Pre-tracking estimate (36 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 → $1.99 (+0%)
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
Pillboxie is the easy way to remember your meds. Other med reminder apps are either too complicated or just downright boring. Pillboxie is easy because it lets you *visually* manage your meds. Scheduling a reminder is as easy as dropping a pill into a pillbox.
• Designed and developed by a registered nurse.
• Schedule reminders just by dropping pills into a pillbox.
• Reminds you on time, even if your device is asleep.
• No network connection required!
• Use Pillboxie on your iPhone, iPad, or iPod Touch.
• Pleasant reminder sounds make Pillboxie a comfortable addition to your day.… View full description on the official store →
• Designed and developed by a registered nurse.
• Schedule reminders just by dropping pills into a pillbox.
• Reminds you on time, even if your device is asleep.
• No network connection required!
• Use Pillboxie on your iPhone, iPad, or iPod Touch.
• Pleasant reminder sounds make Pillboxie a comfortable addition to your day.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 67 MB🔞 4+📱 iOS 9.0+🔖 v2.8.2🔄 updated 0d ago🌐 EN, DE, IT, ES📂 Education💰 Paid
📅
What Worked™ · Development Pipeline
8 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 ↓ 4.70 → 3.83 (dropped 0.87★)
2026-05
💲
Went paid — introduced $1.99 price point
2026-03
⭐
Rating ↑ 3.40 → 4.70 (improved 1.30★)
2025-11
📈
Crossed 100 ratings — social-proof flywheel kicking in
2017-01
📈
Crossed 50 ratings — social-proof flywheel kicking in
2015-02
📈
Crossed 10 ratings — social-proof flywheel kicking in
2015-01
⭐
Rating ↑ 3.00 → 3.33 (improved 0.33★)
2014-11
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 5 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇬🇧 GB | 3.85714★ | 14 | 3.85714★ this version |
| 🇩🇪 DE | 4.66667★ | 12 | 4.66667★ this version |
| 🇫🇷 FR | 4.66667★ | 3 | 4.66667★ this version |
| 🇨🇦 CA | 4.23076★ | 13 | 4.23076★ this version |
| 🇮🇳 IN | 5★ | 1 | 5★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
About this analysis
Why low confidence: only 96 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Pillboxie make per month?▴
Based on our ML-calibrated revenue forecast, Pillboxie earns approximately $2.8K/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 Pillboxie?▴
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 Pillboxie?▴
Pillboxie is published by Nice Boy LLC 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 Pillboxie's BU Score?▴
Pillboxie has a BU Score of 53/100 (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.