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Smart Cleaner: CleanMe

56
Quality Score
Solid

Smart Cleaner: CleanMe

Medium confidence
4.3 ✍️ Editor
✍️ bumetric analysis

Smart Cleaner: CleanMe is an iOS app from Luca Kok in the Utilities category, currently rated 4.3★ across 345 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.

Quality Score is 56: Solid (established niche player). For a Utilities 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
$200
per month
12-mo forecast
$100 – $931
per month
24-mo forecast
$100 – $2790
per month
MICRO tier
💡 Grow this revenue
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📊 Performance Tracking LIVE

Loading…
idle
0%
Rating
Reviews
Forecast Revenue / mo
Snapshots tracked
0
since first record
ONE-TIME · BUILD 💰 Estimated build cost
$45K
What it cost to build · not monthly revenue
Likely range $35K – $60K
$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
Utilities complexity ×0.85 $-7575
Total estimate $45K
👥 Estimated audience size
69K
Lifetime downloads (US-equivalent)
Monthly active
13K
Daily active
2.7K

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
🔁 Utilities D30 retention 20%
📍 DAU / MAU stickiness 0.20
DAU / MAU 20% sticky
🔬

How we forecast this revenue

LOW CONFIDENCE
Baseline
$200/mo · ML-estimated from 234 triggers
Growth rate
+8.0% MoM · MICRO tier baseline (compound monthly)
Direction
Headwinds: low defensibility moat
6 months
$127 – $508
12 months
$100 – $931
24 months
$100 – $2.8K
Compound growth at +8.0% MoM (tier baseline for MICRO). Range widens with horizon — typical noise band ±60% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊

BU Investment Matrix

Insufficient data · 37/100MICRO TIERtoo early to score
GrowthFounderQualityRevenueMonetiz.MoatMarketSafety
Growth Velocity
5.0
Founder Strength
2.9
Product Quality
6.0
Revenue Strength
2.3
Monetization Maturity
1.0
Defensibility
2.1
Market Position
0.0
Operational Safety
10.0
  • 💰 Revenue: Marginal — $0 - $500/mo · MICRO tier · indicative confidence, trajectory unclear.
  • ⭐ Quality: 4.32★ across 345 reviews — solid.
  • 📍 Market: Not yet charting in any of the 9 monitored markets.
  • 📈 Growth: Insufficient signal to assess trajectory.
  • ⚠️ 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 = $3K-$6K.
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

MODEL
Revenue 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 4 of 4 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
Good rating (4.3★)METRIC
+$800
New app (4 months old)METRIC
−$700
Ad-supported / freemiumMETRIC
+$600
Early-stage install base (345 ratings)METRIC
+$400
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📈 Reviews Growth

LIVE
Cumulative review count from first BU snapshot. Each point = a tracked update.

⭐ Rating Trend

LIVE
Average rating evolution. Updates with each new review batch.

🆕 What's New · v1.1

Smart Scan & video compressor general improvements for better quality!

Profile & Insights

Everything we know — and don't — about this app and its company.

Identification

App name
Smart Cleaner: CleanMe
Developer
Luca Kok
Bundle ID
com.clean.me.app
App Store URL
Open in App Store
Category
Utilities
Content rating
4+
Languages
EN, FR, PT, ES

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

Verified revenue / mo
Not found
AI revenue estimate / mo
Not found
AI annual estimate
Not found
ML model estimate / mo
$86/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 growth345 ratings+34400% lifetimeShow 3-year history estimate ▾Feb 2026Mar 2026Jun 2026
Tracked (4 weeks) Pre-tracking estimate (5 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.
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

CleanMe helps you keep your device clean, organized, and optimized by managing your photo and video library with ease. Free up valuable storage and streamline your gallery in just a few taps.

With CleanMe, you can:
Detect and remove unnecessary screenshots that clutter your gallery
Organize your video collection by identifying duplicates and large, unwanted files
Clean up your photo library by spotting and deleting similar or duplicate images
Compress videos to reduce file size without losing quality
Enjoy a fast, user-friendly experience designed to make cleanup effortless… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →
💾 23 MB🔞 4+📱 iOS 16.0+🔖 v1.1🔄 updated 0d ago🌐 EN, FR, PT, ES📂 Utilities💰 Paid
📅

What Worked™ · Development Pipeline

5 EVENTS TRACKED
Detected 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
🔄
Monetization changed: freemium → free
2026-03
Rating ↑ 3.00 → 4.30 (improved 1.30★)
2026-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2026-03
Rating ↓ 5.00 → 3.00 (dropped 2.00★)
2026-02
🚀
First tracked snapshot — initial data captured
🔔

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📝 Description

95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Smart Cleaner: CleanMe: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Read deep-dive →

Similar apps in Utilities

About this analysis
ZCAnalyzed by Zakhar Chumak · founder, bumetric·Full methodology·Medium confidence

Why medium confidence: 345 ratings · no founder-verified revenue (model estimate only).

Frequently Asked Questions

4 answers · auto-generated from this app's public data
How much does Smart Cleaner make per month?
Based on our ML-calibrated revenue forecast, Smart Cleaner earns approximately $86/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 Smart Cleaner?
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.
Who makes Smart Cleaner?
Smart Cleaner is published by Luca Kok 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's BU Score?
Smart Cleaner has a BU Score of 56/100 (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.