Smart Cleaner - Pro Security
73
Quality Score
Strong
Smart Cleaner - Pro Security
by 海英 李
Medium confidence
✍️ Bumetric analysis
“
Smart Cleaner - Pro Security is an iOS app from 海英 李 in the Utilities category, currently rated 4.6★ across 2,436 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 73: Strong (healthy traction). For a Utilities app, that means healthy traction. 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
$9.2K
per month
→
12-mo forecast
$9.5K – $19.8K
per month
→
24-mo forecast
$11.7K – $35.2K
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
45 snapshots on record
Rating
4.6
Reviews
2,436 reviews
Forecast Revenue / mo
$9.2K
Snapshots tracked
45
since Aug 2025
ONE-TIME · BUILD
💰 Estimated build cost
$75K
↳ What it cost to build · not monthly revenue
Likely range $55K – $100K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~8 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 (118 MB) | +$27K |
| ⚙ Utilities complexity ×0.85 | $-11669 |
| ⚙ 1.4y maintenance × ~1-person team | +$8K |
Total estimate
$75K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$150K
↳ What it would sell for · not monthly revenue
Marketplace range $100K – $175K · 16× MRR multiple
💸
~2.0× return on build cost
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 |
| 📅 1.4y proven track record | +7% |
| ⭐ ★ rating ≥ 4.4 (solid) | +8% |
| 🏷 Utilities category multiple | -10% |
Final multiple
16× MRR
👥 Estimated audience size
450K
Lifetime downloads (US-equivalent)
Monthly active
90K
Daily active
18K
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 |
| 📅 1.4y of rating accumulation | -7% |
| 🔁 Utilities D30 retention | 20% |
| 📍 DAU / MAU stickiness | 0.20 |
DAU / MAU
20% 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 | 118 MB |
| 🏷 Category context | Utilities |
| 📦 Mid-large iOS bundle | → Likely native SwiftUI (post-2020 era) |
💀 Maintenance status
Active
15%
Last shipped 2026-07-03 · 86 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
| 📅 86 days since last update | Healthy release cadence |
Verdict
Active
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$9.2K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
Direction
Tailwinds: monetization model proven
Headwinds: review-mined risks present
6 months
$8.7K – $14.5K
12 months
$9.5K – $19.8K
24 months
$11.7K – $35.2K
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 · 51/100MID TIERSUBSCRIPTIONunderperforming peersGrowth Velocity
5.0
Founder Strength
5.5
Product Quality
6.9
Revenue Strength
4.0
Monetization Maturity
9.5
Defensibility
4.8
Market Position
2.0
Operational Safety
3.3
- 💰 Revenue: Modest — $6K - $13K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.64★ across 2,436 reviews — solid.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ Risk: High — 5% subscription complaints, scam/fraud mentions detected, rating drift -1.76 ★ (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 = $109K-$201K. Portfolio play ($32K/mo combined) commands premium. 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 8 of 8 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 (4.6★)METRIC | +$2,200 | |
| worth every pennyREVIEW | +$2,000 | |
| 5 starREVIEW | +$1,800 | |
| securityREVIEW | +$1,800 | |
| Low install base (2,436 ratings)METRIC | +$1,500 | |
| Multilingual (14 languages)METRIC | +$1,500 | |
| Growing app (1y old)METRIC | +$200 |
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.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Smart Cleaner - Pro Security
- Developer
- 海英 李
- Bundle ID
- com.phone.cleaner.security.app
- App Store URL
- Open in App Store
- Category
- Utilities
- Content rating
- 4+
- Languages
- AR, EN, FR, DE, ID, JA, KO, PT, RU, ES, TH, ZH, TR, VI
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
- $9.2K/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 growth2,933 ratings+293200% lifetimeShow 3-year history estimate ▾
Tracked (45 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.
🚀Update Frequency · Releases per Quarter4 releases tracked
🚀Version Release Timeline4 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
Tired of a sluggish phone and cluttered storage?
Smart Cleaner - Pro Security is your all-in-one solution to reclaim space, optimize performance, and Helps protect your sensitive data — all with just a few taps.
1. Key Features:
Deep Clean & Storage Optimization
- One-Tap Cleanup: Automatically scans junk files, app caches, and residual data to free up significant storage space.
- Photo & Video Manager: Sort media by date or category, swipe to delete duplicates and blurry shots, and organize your gallery with ease.… View full description on the official store →
Smart Cleaner - Pro Security is your all-in-one solution to reclaim space, optimize performance, and Helps protect your sensitive data — all with just a few taps.
1. Key Features:
Deep Clean & Storage Optimization
- One-Tap Cleanup: Automatically scans junk files, app caches, and residual data to free up significant storage space.
- Photo & Video Manager: Sort media by date or category, swipe to delete duplicates and blurry shots, and organize your gallery with ease.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 118 MB🔞 4+📱 iOS 15.0+🔖 v1.0.30🔄 updated 2mo ago🌐 AR, EN, FR, DE, ID +9📂 Utilities💰 Paid🚀 Launched 2025 (1y 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 →
2026-07
🔧
Shipped update — v1.0.29 → v1.0.30
→ 30 days after: revenue +$21.8K/mo · reviews +172 high confidence
2026-06
🔧
Shipped update — v1.0.28 → v1.0.29
→ 30 days after: revenue +$21.8K/mo · reviews +202 high confidence
2026-05
🔧
Shipped update — v1.0.27 → v1.0.28
→ 30 days after: reviews +93 medium · co-occurring
2026-05
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +93 medium · co-occurring
2026-05
⭐
Rating ↑ 3.71 → 4.64 (improved 0.93★)
→ 30 days after: reviews +93 medium · co-occurring
2026-03
⭐
Rating ↓ 4.50 → 3.85 (dropped 0.65★)
→ 30 days after: revenue +$964/mo · rating −0.08★ medium · co-occurring
2026-03
⭐
Rating ↑ 3.79 → 4.50 (improved 0.71★)
→ 30 days after: revenue +$964/mo · rating −0.08★ medium · co-occurring
2026-03
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$964/mo · rating −0.08★ medium · co-occurring
2025-12
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$3.2K/mo · rating +0.30★ · reviews +6 high confidence
2025-10
⭐
Rating ↓ 4.00 → 3.50 (dropped 0.50★)
→ 30 days after: revenue +$1.5K/mo · rating −0.54★ high confidence
2025-10
⭐
Rating ↑ 3.50 → 4.00 (improved 0.50★)
→ 30 days after: revenue +$1.1K/mo high confidence
2025-09
⭐
Rating ↓ 5.00 → 3.50 (dropped 1.50★)
→ 30 days after: revenue +$567/mo · rating +0.50★ high confidence
2025-08
🚀
First tracked snapshot — initial data captured
→ 30 days after: revenue +$442/mo · rating −1.50★ high confidence
🗣
Voice of Customer
Based on 58 reviews across 4 markets● 60% positive · ● 5% neutral · ● 34% negative · Rating drift: -1.76★ (declining — recent 50: 2.88★ vs lifetime: 4.64★)
VADER compound sentiment per quarter (−1 = fully negative, +1 = fully positive). Each point ≥ 5 reviews.
Sentiment by country (−1 to +1)
🇦🇺 AU
+0.78
🇺🇸 US
+0.26
🇬🇧 GB
+0.16
🇨🇦 CA
-0.07
Top praise themes
cleaning ×6 works ×5 thank ×3 expensive ×3 fries ×3 clean ×3 storage ×3
Top complaint themes
free free ×9 premium week ×5 week premium ×4 phone ×4 false ×4 don ×3 subscription ×3 download ×3
Risk signals
Refund mentions: 1.7% Subscription complaints: 5% Fraud / scam mentions: 3.5%
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.59307★ | 231 | 4.59307★ this version |
| 🇧🇷 BR | 4.72222★ | 18 | 4.72222★ this version |
| 🇨🇦 CA | 4.41918★ | 365 | 4.41918★ this version |
| 🇩🇪 DE | 4.66667★ | 21 | 4.66667★ this version |
| 🇫🇷 FR | 4.59999★ | 15 | 4.59999★ this version |
| 🇬🇧 GB | 4.44285★ | 350 | 4.44285★ this version |
| 🇮🇳 IN | 4.5625★ | 16 | 4.5625★ this version |
| 🇯🇵 JP | 3.88889★ | 9 | 3.88889★ this version |
| 🇺🇸 US | 4.63122★ | 2,972 | 4.63122★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Smart Cleaner - Pro Security: 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: 2,436 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
10 answers · auto-generated from this app's public dataHow much does Smart Cleaner - Pro Security make per month?▴
Based on our ML-calibrated revenue forecast, Smart Cleaner - Pro Security earns approximately $9.2K/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 Smart Cleaner - Pro Security profitable?▴
With estimated build cost $75K and monthly revenue $9.2K, Smart Cleaner - Pro Security looks profitable — pays back its estimated build cost in roughly 8 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 Smart Cleaner - Pro Security have?▴
Estimated audience: ~450K lifetime downloads, ~90K monthly active users, and ~18K 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 Smart Cleaner - Pro Security?▴
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.
What is Smart Cleaner - Pro Security built with?▴
Our heuristic places Smart Cleaner - Pro Security 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 Smart Cleaner - Pro Security still actively maintained?▴
Maintenance status: Active (15% abandonment risk). Last shipped version was 2 months ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would Smart Cleaner - Pro Security sell for?▴
Estimated acquisition value: $150K (marketplace range $100K – $175K). 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.
When was Smart Cleaner - Pro Security last updated?▴
Smart Cleaner - Pro Security last shipped a new version on 2026-07-03 — 2 months ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes Smart Cleaner - Pro Security?▴
Smart Cleaner - Pro Security is published by 海英 李 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 Smart Cleaner - Pro Security's BU Score?▴
Smart Cleaner - Pro Security has a BU Score of 73/100 (Strong). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.