54
Quality Score
Solid
CrowsEye
✍️ bumetric analysis
“
CrowsEye is an iOS app from Bao Tuan Doan in the Utilities category, currently rated 5.0★ across 7 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 54: 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.
💰 Revenue · today and ahead
Today
$1.5K/mo
In 12 months
$1.3K – $4.9K
In 24 months
$1.2K – $11.2K
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
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Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
💰 Estimated build cost
$45K
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 |
| ⚙0.4y maintenance × ~1-person team | +$2K |
Total estimate$45K
🛠 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 | 21 MB |
| 🏷Category context | Utilities |
| 📦Compact iOS bundle | → Native SwiftUI (post-2020 era) |
💀 Maintenance status
Active
15%
Last shipped 2026-02-24 · 88 days ago
0 · Active50 · At risk100 · 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
| 📅88 days since last update | Healthy release cadence |
VerdictActive
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$1.5K/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition, low defensibility moat
6 months
$1.3K – $3.1K
12 months
$1.3K – $4.9K
24 months
$1.2K – $11.2K
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
Pre-traction · 39/100INDIE TIERlimited signalGrowth Velocity
5.0
Founder Strength
3.7
Product Quality
4.0
Revenue Strength
3.2
Monetization Maturity
1.0
Defensibility
2.1
Market Position
2.0
Operational Safety
10.0
- 💰 Revenue: Modest — $616 - $3851/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 5.0★ across 7 reviews — weak — significant quality concerns.
- 📍 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 = $27K-$49K.
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 5 of 5 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 (5.0★)METRIC | +$2,200 | |
| New app (5 months old)METRIC | −$700 | |
| Single-language (English only)METRIC | −$400 | |
| Pre-traction phase (7 ratings)METRIC | −$300 |
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.
App Specs
🔐 Own this app? Claim & verify MRR →💾 21 MB🔞 4+📱 iOS 17.0+🔖 v1.4🔄 updated 2mo ago🌐 EN📂 Utilities💰 Paid🚀 Launched 2025 (0y old)
📝 About this app
CrowsEye is a native iOS client for Frigate NVR, the popular open-source network video recorder with AI-powered object detection. Monitor your security cameras, review recordings, and stay on top of your home surveillance with real-time push notifications, all from your iPhone or iPad.
** Push Notifications (Beta) Receive instant alerts when Frigate detects events on your cameras. Configure notifications per camera with granular controls, temporarily suspend alerts when you expect activity, and stay informed even when the app is closed. Requires Frigate 0.15 or later.… View full description on the official store →
** Push Notifications (Beta) Receive instant alerts when Frigate detects events on your cameras. Configure notifications per camera with granular controls, temporarily suspend alerts when you expect activity, and stay informed even when the app is closed. Requires Frigate 0.15 or later.… View full description on the official store →
🆕 What's New · v1.4
** Bug Fixes **
Live View Quality: Fixed an issue where live view was stuck displaying low quality video instead of the full resolution stream.
** New Features **… Full release notes →
Live View Quality: Fixed an issue where live view was stuck displaying low quality video instead of the full resolution stream.
** New Features **… Full release notes →
📅
What Worked™ · Development Pipeline
2 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 $2.99 price point
2025-12
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 8 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 5★ | 1 | 5★ this version |
| 🇧🇷 BR | 0★ | 0 | — |
| 🇨🇦 CA | 4.5★ | 2 | 4.5★ this version |
| 🇩🇪 DE | 3★ | 2 | 3★ this version |
| 🇬🇧 GB | 5★ | 2 | 5★ this version |
| 🇮🇳 IN | 0★ | 0 | — |
| 🇯🇵 JP | 0★ | 0 | — |
| 🇺🇸 US | 5★ | 8 | 5★ this version |
🔔
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Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- CrowsEye
- Developer
- Bao Tuan Doan
- Bundle ID
- com.doan.app.Crowseye
- App Store URL
- Open in App Store
- Category
- Utilities
- Content rating
- 4+
- Languages
- EN
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
- $459/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.
⭐Recent App Store Reviews3 latest · avg 5.0★ · 100.0% 5★ · 0% 1★
5★3 (100%)
4★0 (0%)
3★0 (0%)
2★0 (0%)
1★0 (0%)
+1 ratings/week
Praise: great ×1 best ×1 perfect ×1 love ×1 amazing ×1
Top positive
★★★★★ The best Frigate NVR client for iOS and great customer service
The best app client I’ve ever used with Frigate. The flow of how the app is set up is great and the notifications work perfectly. Tapping on the notification takes you directly to the clip and automatically plays the clip. The review sectio…
★★★★★ Very well done app
Just want to say thank you to the developer for putting this app out. It’s been really helpful in making the experience even better using my new Frigate NVR system. Can’t wait to see what other features you add! Would love to have a way to …
Top negative
★★★★★ The best Frigate NVR client for iOS and great customer service
The best app client I’ve ever used with Frigate. The flow of how the app is set up is great and the notifications work perfectly. Tapping on the notification takes you directly to the clip and automatically plays the clip. The review sectio…
★★★★★ Very well done app
Just want to say thank you to the developer for putting this app out. It’s been really helpful in making the experience even better using my new Frigate NVR system. Can’t wait to see what other features you add! Would love to have a way to …
📈Ratings growth7 ratings+600% lifetimeShow 3-year history estimate ▾
Tracked (7 weeks) Pre-tracking estimate (6 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 → $2.99 (+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.
Similar apps in Utilities
Full revenue analysis
Read the article-style breakdown for CrowsEye: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.