Ship Finder
60
Quality Score
Solid
Ship Finder
Medium confidence
✍️ bumetric analysis
“
Ship Finder is an iOS app from pinkfroot limited in the Utilities category, currently rated 4.2★ across 3,873 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 60: 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
$12.0K
per month
→
12-mo forecast
$12.4K – $26.0K
per month
→
24-mo forecast
$15.4K – $46.2K
per month
MID 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
$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
770K
Lifetime downloads (US-equivalent)
Monthly active
150K
Daily active
30K
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
MEDIUM CONFIDENCEBaseline
$12.0K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$11.4K – $19.0K
12 months
$12.4K – $26.0K
24 months
$15.4K – $46.2K
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 · 46/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
6.0
Product Quality
7.6
Revenue Strength
4.1
Monetization Maturity
1.0
Defensibility
6.0
Market Position
0.3
Operational Safety
7.0
- 💰 Revenue: Modest — $8K - $18K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.24★ across 3,866 reviews — strong (top 10%).
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 5930d ago — possibly dormant.
- ⚠️ Risk: Moderate — dormant (5930d 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 = $216K-$384K. Portfolio play ($19K/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 13 of 13 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Paid app ($4.99)METRIC | +$2,800 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| excellent appREVIEW | +$1,500 | |
| Low install base (3,873 ratings)METRIC | +$1,500 | |
| Mature app (16y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| too expensiveREVIEW | −$1,000 | |
| intuitive designREVIEW | +$1,000 | |
| support teamREVIEW | +$900 | |
| Good rating (4.2★)METRIC | +$800 | |
| Single-language (English only)METRIC | −$400 |
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 · v9.2.2
Support for new iPad Pro devices
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Ship Finder
- Developer
- pinkfroot limited
- Bundle ID
- com.pinkfroot.BIGSHIPS
- App Store URL
- Open in App Store
- Category
- Utilities
- Content rating
- 4+
- Languages
- EN
Company
- Website
- www.pinkfroot.com
- 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
- $379/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 growth3,873 ratings+1056% lifetimeShow 3-year history estimate ▾
Tracked (60 weeks) Pre-tracking estimate (37 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 → $4.99 (+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
Ship Finder shows live moving ships on a worldwide map. The intuitive design combined with incredible performance puts you in control. Watch in full screen, view in AR, search, add filters and so much more!
Ship Finder has been top rated and top ranking since 2009 and covers most of the world, tracking 20,000+ ships simultaneously.
Our incredible app performance means that you can see all tracked vessels at once - no clustering here!
Simply tap a ship to see its name, type, photos, speed, dimensions and much more.… View full description on the official store →
Ship Finder has been top rated and top ranking since 2009 and covers most of the world, tracking 20,000+ ships simultaneously.
Our incredible app performance means that you can see all tracked vessels at once - no clustering here!
Simply tap a ship to see its name, type, photos, speed, dimensions and much more.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 38 MB🔞 4+📱 iOS 9.3+🔖 v9.2.2🔄 updated 0d ago🌐 EN📂 Utilities💰 Paid
📅
What Worked™ · Development Pipeline
16 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
💲
Went paid — introduced $4.99 price point
→ 30 days after: reviews +11 high confidence
2026-04
⭐
Rating ↑ 2.42 → 4.24 (improved 1.82★)
→ 30 days after: reviews +27 high confidence
2026-04
📈
Crossed 1,000 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +27 high confidence
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$335/mo · rating +1.82★ · reviews +3,328 high confidence
2018-11
🔧
Shipped update — v? → v9.2.2
→ 30 days after: rating −0.05★ · reviews +17 medium · co-occurring
2014-02
📈
Crossed 100 ratings — social-proof flywheel kicking in
2012-07
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.08★ · reviews +8 high confidence
2012-07
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.26★ · reviews +12 high confidence
2011-09
⭐
Rating ↑ 2.00 → 3.09 (improved 1.09★)
→ 30 days after: rating +0.10★ · reviews +5 high confidence
2011-09
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.10★ · reviews +5 high confidence
2011-09
⭐
Rating ↑ 2.50 → 2.86 (improved 0.36★)
→ 30 days after: rating +1.19★ · reviews +13 medium · co-occurring
2011-09
⭐
Rating ↑ 1.75 → 2.40 (improved 0.65★)
→ 30 days after: rating +1.09★ · reviews +8 medium · co-occurring
2011-08
🚀
First tracked snapshot — initial data captured
→ 30 days after: rating +1.09★ · reviews +8 medium · co-occurring
2011-08
⭐
Rating ↓ 2.50 → 2.00 (dropped 0.50★)
→ 30 days after: rating +1.09★ · reviews +8 medium · co-occurring
2011-08
🚀
First tracked snapshot — initial data captured
→ 30 days after: rating +1.09★ · reviews +8 medium · co-occurring
2011-08
⭐
Rating ↓ 4.00 → 2.50 (dropped 1.50★)
→ 30 days after: rating +1.09★ · reviews +8 medium · co-occurring
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Ship Finder: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by pinkfroot limited
View all →📦 Portfolio summaryINDIE studio
3apps·$19K/mocombined
⚠ Concentrated — top app contributes 94% of combined revenue (single-app dependency)
Similar apps in Utilities
About this analysis
Why medium confidence: 3,873 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Ship Finder make per month?▴
Based on our ML-calibrated revenue forecast, Ship Finder earns approximately $378/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 Ship Finder?▴
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 Ship Finder?▴
Ship Finder is published by pinkfroot limited 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 Ship Finder's BU Score?▴
Ship Finder has a BU Score of 60/100 (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.