MrClean: Photo Calendar
66
Quality Score
Solid
MrClean: Photo Calendar
by OptstroiDev
Medium confidence
✍️ Bumetric analysis
“
MrClean: Photo Calendar is an iOS app from OptstroiDev in the Utilities category, currently rated 4.4★ across 207 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 66: 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
$3.5K
per month
→
12-mo forecast
$3.1K – $11.2K
per month
→
24-mo forecast
$2.9K – $25.8K
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
31 snapshots on record
Rating
4.4
Reviews
207 reviews
Forecast Revenue / mo
$3.5K
Snapshots tracked
31
since Dec 2025
ONE-TIME · BUILD
💰 Estimated build cost
$50K
↳ What it cost to build · not monthly revenue
Likely range $40K – $70K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~1.2y 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 |
| ⚙ Utilities complexity ×0.85 | $-7575 |
| ⚙ 1.3y maintenance × ~1-person team | +$7K |
Total estimate
$50K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$50K
↳ What it would sell for · not monthly revenue
Marketplace range $40K – $75K · 14× MRR multiple
💸
~1.0× build cost (break-even+)
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 |
| 📅 1.3y proven track record | +6% |
| ⭐ ★ rating ≥ 4.4 (solid) | +8% |
| 🏷 Utilities category multiple | -10% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
14× MRR
👥 Estimated audience size
38K
Lifetime downloads (US-equivalent)
Monthly active
7.7K
Daily active
1.5K
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 |
| 📅 1.3y of rating accumulation | -6% |
| 🔁 Utilities D30 retention | 20% |
| 📍 DAU / MAU stickiness | 0.20 |
DAU / MAU
19% sticky
🛠 Estimated tech stack
🍎
Native iOS (SwiftUI)
High confidence · 80%
Also possible
Native iOS (Swift / UIKit)
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 | 23 MB |
| 🏷 Category context | Utilities |
| 📦 Compact iOS bundle | → Native SwiftUI (post-2020 era) |
💀 Maintenance status
Active
5%
Last shipped 2026-10-29 · 15 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
| 📅 15 days since last update | Active development |
Verdict
Active
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$3.5K/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: low defensibility moat
6 months
$3.0K – $7.0K
12 months
$3.1K – $11.2K
24 months
$2.9K – $25.8K
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
Early-stage solo · 44/100INDIE TIERexpected for tierGrowth Velocity
5.0
Founder Strength
5.2
Product Quality
6.2
Revenue Strength
3.5
Monetization Maturity
1.0
Defensibility
2.3
Market Position
2.0
Operational Safety
10.0
- 💰 Revenue: Modest — $1K - $8K/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.4★ across 207 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 = $63K-$113K. Portfolio play ($14K/mo combined) commands premium.
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:
| subscriptionREVIEW | +$2,500 | |
| Good rating (4.4★)METRIC | +$800 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Localized (5 languages)METRIC | +$600 | |
| Early-stage install base (207 ratings)METRIC | +$400 | |
| 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.
🆕 What's New · v1.8
MrClean has been rebuilt!
* New design: every screen has been redrawn with brighter colors and simpler navigation.
* Photo Calendar: your library is laid out month by month with photo counts and review status, so you can pick up where you stopped.… Full release notes →
* New design: every screen has been redrawn with brighter colors and simpler navigation.
* Photo Calendar: your library is laid out month by month with photo counts and review status, so you can pick up where you stopped.… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- MrClean: Photo Calendar
- Developer
- OptstroiDev
- Bundle ID
- com.smartandswipe.mrcleaner
- App Store URL
- Open in App Store
- Category
- Utilities
- Content rating
- 17+
- Languages
- EN, DE, JA, 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
- Reported revenue signal / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- Model estimate / mo
- $3.5K/mo
- Top-grossing rank
- 🇯🇵#78 /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 growth318 ratings+31700% lifetimeShow 3-year history estimate ▾
Tracked (31 weeks) Pre-tracking estimate (0 weeks) · model-based, ±5% noise · anchored to release date and current value
🗺️Geographic Distribution1 of 9 markets
🇯🇵
JP
Top-grossing rank: #78 / 100
Other markets
Outside top 100
in US, GB, DE, FR, JP, CA, AU, BR, IN
in US, GB, DE, FR, JP, CA, AU, BR, IN
This app currently ranks in only one of the 9 markets we monitor. Niche or regional apps often launch this way before global rollout. Rankings update daily.
📊Category Rank Trajectory#78 now · best #78 · worst #87
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
🚀Update Frequency · Releases per Quarter2 releases tracked
🚀Version Release Timeline2 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
MrClean: Photo Calendar turns your photo library into a calendar you can actually get through. Instead of one endless camera roll, you see your year month by month, review one month at a time and decide what stays. The app also keeps contacts, calendar events and private notes in order.
HOW IT WORKS
Photo Calendar
Your home screen shows every month of the year with its photo count and review status, so you always know where you left off.
On this day
See photos taken on today's date in earlier years and swipe through them to keep the best memories.
Swipe to decide… View full description on the official store →
HOW IT WORKS
Photo Calendar
Your home screen shows every month of the year with its photo count and review status, so you always know where you left off.
On this day
See photos taken on today's date in earlier years and swipe through them to keep the best memories.
Swipe to decide… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 23 MB🔞 17+📱 iOS 18.0+🔖 v1.8🔄 updated 2w ago🌐 EN, DE, JA, PT, ES📂 Utilities💰 Paid🚀 Launched 2025 (1y old)
📅
What Worked™ · Development Pipeline
7 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 →
2026-11
📦
Bundle ↓ 76MB → 24MB — likely major code refresh
2026-10
🔧
Shipped update — v1.7 → v1.8
2026-05
🔄
Monetization changed: paid → free
→ 30 days after: reviews +48 high confidence
2026-03
⭐
Rating ↑ 2.00 → 4.30 (improved 2.30★)
2026-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2026-01
⭐
Rating ↓ 3.00 → 2.00 (dropped 1.00★)
→ 30 days after: revenue +$141/mo · rating +2.30★ · reviews +102 medium · co-occurring
2025-12
🚀
First tracked snapshot — initial data captured
→ 30 days after: rating −1.00★ high confidence
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.2★ | 40 | 4.2★ this version |
| 🇧🇷 BR | 5★ | 1 | 5★ this version |
| 🇨🇦 CA | 4.29412★ | 102 | 4.29412★ this version |
| 🇩🇪 DE | 4.43333★ | 30 | 4.43333★ this version |
| 🇫🇷 FR | 3.33333★ | 3 | 3.33333★ this version |
| 🇬🇧 GB | 4.31579★ | 76 | 4.31579★ this version |
| 🇮🇳 IN | 5★ | 4 | 5★ this version |
| 🇯🇵 JP | 3.55921★ | 152 | 3.55921★ this version |
| 🇺🇸 US | 4.38049★ | 318 | 4.38049★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for MrClean: Photo Calendar: 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: 207 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
10 answers · auto-generated from this app's public dataHow much does MrClean make per month?▴
Based on our ML-calibrated revenue forecast, MrClean earns approximately $3.5K/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 MrClean profitable?▴
With estimated build cost $50K and monthly revenue $3.5K, MrClean looks break-even-grade — payback period sits around 1.2 years. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does MrClean have?▴
Estimated audience: ~38K lifetime downloads, ~7K monthly active users, and ~1K 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 MrClean?▴
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 MrClean built with?▴
Our heuristic places MrClean on the Native iOS (SwiftUI) stack (High confidence, 80%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: Native iOS (Swift / UIKit).
Is MrClean still actively maintained?▴
Maintenance status: Active (5% abandonment risk). Last shipped version was 15 days ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would MrClean sell for?▴
Estimated acquisition value: $50K (marketplace range $40K – $75K). Calculated as 14× 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 MrClean last updated?▴
MrClean last shipped a new version on 2026-10-29 — less than a month ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes MrClean?▴
MrClean is published by OptstroiDev 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 MrClean's BU Score?▴
MrClean has a BU Score of 66/100 (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.