AI CleanKit: Phone Cleaner Pro
73
Quality Score
Strong
AI CleanKit: Phone Cleaner Pro
Medium confidence
✍️ bumetric analysis
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AI CleanKit: Phone Cleaner Pro is an iOS app from STAR LIGHTHOUSE TECHNOLOGY PTE. LTD. in the Productivity category, currently rated 4.4★ across 9,429 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 73: Strong (healthy traction). For a Productivity 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
$12.4K
per month
→
12-mo forecast
$12.8K – $26.9K
per month
→
24-mo forecast
$15.9K – $47.7K
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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$85K
↳ What it cost to build · not monthly revenue
Likely range $65K – $115K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~7 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 (112 MB) | +$24K |
| ⚙ Productivity complexity ×1.10 | +$7K |
Total estimate
$85K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$200K
↳ What it would sell for · not monthly revenue
Marketplace range $150K – $250K · 16× MRR multiple
💸
~2.4× 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 |
| 🏷 Productivity category multiple | +8% |
Final multiple
16× MRR
👥 Estimated audience size
705K
Lifetime downloads (US-equivalent)
Monthly active
210K
Daily active
94K
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
| 📲 Productivity engagement | ~75 installs / rating |
| 🔁 Productivity D30 retention | 30% |
| 📍 DAU / MAU stickiness | 0.45 |
DAU / MAU
45% sticky
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$12.4K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
Direction
Tailwinds: monetization model proven
6 months
$11.8K – $19.6K
12 months
$12.8K – $26.9K
24 months
$15.9K – $47.7K
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 · 43/100MID TIERSUBSCRIPTIONunderperforming peersGrowth Velocity
5.0
Founder Strength
3.0
Product Quality
6.3
Revenue Strength
4.1
Monetization Maturity
9.5
Defensibility
4.7
Market Position
2.0
Operational Safety
0.0
- 💰 Revenue: Modest — $8K - $18K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.36★ across 9,429 reviews — solid.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ Risk: High — scam/fraud mentions detected, rating drift -2.64 ★ (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 = $148K-$272K. 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 6 of 6 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 | |
| cancelledREVIEW | −$1,500 | |
| Low install base (9,429 ratings)METRIC | +$1,500 | |
| Multilingual (15 languages)METRIC | +$1,500 | |
| Good rating (4.4★)METRIC | +$800 | |
| New app (9 months old)METRIC | −$700 |
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 · v1.8.6
We've been hard at work making AI CleanKit better than ever, keeping your phone faster, cleaner, and simpler!
What’s New
• Improved AI cleanup for duplicate photos, similar images, large videos, and storage clutter… Full release notes →
What’s New
• Improved AI cleanup for duplicate photos, similar images, large videos, and storage clutter… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- AI CleanKit: Phone Cleaner Pro
- Developer
- STAR LIGHTHOUSE TECHNOLOGY PTE. LTD.
- Bundle ID
- com.airemoveit.free
- App Store URL
- Open in App Store
- Category
- Productivity
- Content rating
- 4+
- Languages
- AR, EN, FR, DE, HI, IT, JA, KO, PT, RU, ES, ZH, TR, UK, VI
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
- $12.4K/mo
- Top-grossing rank
- 🇧🇷#25 /100 🇨🇦#40 /99 🇺🇸#41 /100 🇦🇺#53 /100 🇬🇧#62 /100 🇯🇵#96 /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 growth9,729 ratings+517% lifetimeShow 3-year history estimate ▾
Tracked (47 weeks) Pre-tracking estimate (7 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Top Countries — Grossing Rank6 countries
🇧🇷BR#25 /100
🇨🇦CA#40 /99
🇺🇸US#41 /100
🇦🇺AU#53 /100
🇬🇧GB#62 /100
🇯🇵JP#96 /100
📊Category Rank Trajectory#25 now · best #25 · worst #100
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
🚀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
iPhone saying "Storage Almost Full" again?
AI CleanKit helps you free up iPhone storage fast with smart cleanup tools for photos, videos, contacts, calendar events, emails, Safari browsing, SMS messages, and more.
Just type what you want in natural language, such as “remove duplicate photos,” “find large videos,” “clean old screenshots,” or “merge duplicate contacts.” AI CleanKit scans your clutter, shows smart suggestions, and lets you review everything before you delete.
PHOTO & VIDEO CLEANUP
• Find duplicate photos, similar photos, burst shots, and repeated images… View full description on the official store →
AI CleanKit helps you free up iPhone storage fast with smart cleanup tools for photos, videos, contacts, calendar events, emails, Safari browsing, SMS messages, and more.
Just type what you want in natural language, such as “remove duplicate photos,” “find large videos,” “clean old screenshots,” or “merge duplicate contacts.” AI CleanKit scans your clutter, shows smart suggestions, and lets you review everything before you delete.
PHOTO & VIDEO CLEANUP
• Find duplicate photos, similar photos, burst shots, and repeated images… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 112 MB🔞 4+📱 iOS 16.1+🔖 v1.8.6🔄 updated 0d ago🌐 AR, EN, FR, DE, HI +10📂 Productivity💰 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 ↑ 2.64 → 4.36 (improved 1.72★)
2026-05
📈
Crossed 100 ratings — social-proof flywheel kicking in
2026-03
⭐
Rating ↓ 3.90 → 2.63 (dropped 1.27★)
2026-03
⭐
Rating ↑ 2.61 → 3.90 (improved 1.29★)
2026-03
📈
Crossed 100 ratings — social-proof flywheel kicking in
2025-12
📈
Crossed 50 ratings — social-proof flywheel kicking in
2025-11
📈
Crossed 10 ratings — social-proof flywheel kicking in
2025-10
⭐
Rating ↓ 3.80 → 3.33 (dropped 0.47★)
2025-10
⭐
Rating ↓ 4.00 → 3.00 (dropped 1.00★)
2025-10
🚀
First tracked snapshot — initial data captured
🗣
Voice of Customer
Based on 170 reviews across 6 markets● 38% positive · ● 26% neutral · ● 35% negative · Rating drift: -2.64★ (declining — recent 50: 1.72★ vs lifetime: 4.36★)
VADER compound sentiment per quarter (−1 = fully negative, +1 = fully positive). Each point ≥ 5 reviews.
Sentiment by country (−1 to +1)
🇺🇸 US
+0.07
🇨🇦 CA
+0.04
🇧🇷 BR
-0.04
🇬🇧 GB
-0.05
🇦🇺 AU
-0.06
🇩🇪 DE
-0.30
Top praise themes
clean ×5 works ×4 review ×4 far ×4 hope ×3 kit ×3 awesome ×3 thank ×3
Top complaint themes
false advertising ×7 muito ruim ×6 tem que ×6 free free ×5 free trial ×4 mas não ×4 que pagar ×4 auto falantes ×4
Risk signals
Refund mentions: 1.2% Fraud / scam mentions: 9.4%
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.07071★ | 297 | 4.07071★ this version |
| 🇧🇷 BR | 4.54711★ | 2,069 | 4.54711★ this version |
| 🇨🇦 CA | 4.10667★ | 525 | 4.10667★ this version |
| 🇩🇪 DE | 3.91304★ | 46 | 3.91304★ this version |
| 🇫🇷 FR | 4.22727★ | 66 | 4.22727★ this version |
| 🇬🇧 GB | 4.26408★ | 515 | 4.26408★ this version |
| 🇮🇳 IN | 4.375★ | 8 | 4.375★ this version |
| 🇯🇵 JP | 3.86538★ | 104 | 3.86538★ this version |
| 🇺🇸 US | 4.35459★ | 9,690 | 4.35459★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for AI CleanKit: Phone Cleaner Pro: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Similar apps in Productivity
About this analysis
Why medium confidence: 9,429 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does AI CleanKit make per month?▴
Based on our ML-calibrated revenue forecast, AI CleanKit earns approximately $12K/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 AI CleanKit?▴
Browse the full Productivity 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 AI CleanKit?▴
AI CleanKit is published by STAR LIGHTHOUSE TECHNOLOGY PTE. LTD. 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 AI CleanKit's BU Score?▴
AI CleanKit 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.