57
Quality Score
Solid
OCLS | Florida
Low confidence
✍️ bumetric analysis
“
OCLS | Florida is an iOS app from Orange County Library System in the Food & Drink category, currently rated 5.0★ across 20 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 57: Solid (established niche player). For a Food & Drink 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
$161
per month
→
12-mo forecast
$81 – $750
per month
→
24-mo forecast
$81 – $2248
per month
MICRO 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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD💰 Estimated build cost
$60K
↳ What it cost to build · not monthly revenue
Likely range $45K – $80K
$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 |
| ⚙Food & Drink complexity ×1.10 | +$5K |
| ⚙1.0y maintenance × ~1-person team | +$5K |
Total estimate$60K
🛠 Estimated tech stack
🍎
Native iOS (SwiftUI)
Medium confidence · 70%
Also possible
Flutter
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 | 42 MB |
| 🏷Category context | Food & Drink |
| 📦Small-mid iOS bundle | → Native SwiftUI (post-2020 era) |
💀 Maintenance status
Active
5%
Last shipped 2026-05-22 · 2 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
| 📅2 days since last update | Active development |
VerdictActive
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$161/mo · ML-estimated from 234 triggers
Growth rate
+8.0% MoM · MICRO tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition, low defensibility moat
6 months
$102 – $409
12 months
$81 – $750
24 months
$81 – $2.2K
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 · 35/100MICRO TIERtoo early to scoreRevenue Strength
2.2
Product Quality
4.0
Market Position
0.9
Growth Velocity
5.0
Defensibility
2.2
Operational Safety
10.0
Founder Strength
2.9
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $0 - $500/mo · MICRO tier · indicative confidence, trajectory unclear.
- ⭐ Quality: 5.0★ across 20 reviews — weak — significant quality concerns.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: dev shipping weekly.
- ⚠️ 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 = $2K-$5K.
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:
| Excellent rating (5.0★)METRIC | +$2,200 | |
| New app (11 months old)METRIC | −$700 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Single-language (English only)METRIC | −$400 | |
| Pre-traction phase (20 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 →💾 42 MB🔞 4+📱 iOS 16.0+🔖 v2026.05.22🔄 updated 2d ago🌐 EN📂 Food & Drink💰 Paid🚀 Launched 2025 (0y old)
📝 About this app
Discover a new way to experience your Orange County Library System with the OCLS app – a gateway to a world of books, music, events and more wherever you are!
With this app, you can:
Find book recommendations and search the catalog for books, movies and more.
Enjoy easy access to e-books and audiobooks for on-the-go reading and listening.
Explore library classes and events, and even register for them directly in the app.
Conveniently borrow items through the "Checkout an Item" feature while browsing the stacks in a library location.… View full description on the official store →
With this app, you can:
Find book recommendations and search the catalog for books, movies and more.
Enjoy easy access to e-books and audiobooks for on-the-go reading and listening.
Explore library classes and events, and even register for them directly in the app.
Conveniently borrow items through the "Checkout an Item" feature while browsing the stacks in a library location.… View full description on the official store →
🆕 What's New · v2026.05.22
Bug fixes and improvements
📅
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 →
2026-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2025-06
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 3 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇺🇸 US | 5★ | 20 | 5★ this version |
| 🇬🇧 GB | 0★ | 0 | — |
| 🇨🇦 CA | 0★ | 0 | — |
🔔
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Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- OCLS | Florida
- Developer
- Orange County Library System
- Bundle ID
- org.communico.ocls
- App Store URL
- Open in App Store
- Category
- Food & Drink
- Content rating
- 4+
- Languages
- EN
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 Food & Drink
- 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 Reviews4 latest · avg 5.0★ · 100.0% 5★ · 0% 1★
5★4 (100%)
4★0 (0%)
3★0 (0%)
2★0 (0%)
1★0 (0%)
+1 ratings/week
Praise: love ×2 favorite ×1 great ×1 best ×1Complaints: expensive ×1
Top positive
★★★★★ Love it
This app is so helpful! Books are expensive and unless I plan on re-reading, I have no reason to purchase them. This app lets you know if it’s available on Libby (my favorite ebook platform) or on hoopla (not so much of a fan) or is availab…
★★★★★ A library in your pocket!
Love it! It makes it super easy to access your library card, register for a class, and check out books!…
📈Ratings growth20 ratings+1900% lifetimeShow 3-year history estimate ▾
Tracked (6 weeks) Pre-tracking estimate (12 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 analysis
Why low confidence: only 20 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
📌 Final verdict — read this before you trust the numbers above
OCLS | Florida is a small / niche iOS app in the food & drink space with weak public traction — only 20 ratings, no founder-verified MRR, and not ranked in any monitored grossing chart. The app appears to be monetised, but public signals are too sparse for a precise revenue estimate.
Bottom line: treat all revenue, audience and acquisition-value numbers on this page as directional only — not founder-verified facts.
❓ Frequently Asked Questions
7 answers · auto-generated from this app's public dataHow much does OCLS | Florida make per month?▴
Our model estimates OCLS | Florida earns roughly $86/mo, but with only 20 ratings the confidence interval is wide. No founder-verified MRR is available for this app, so this is a model output calibrated against comparable apps in the same category. See methodology for the formula.
What apps are like OCLS | Florida?▴
Browse the full Food & Drink 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 OCLS | Florida built with?▴
Our heuristic places OCLS | Florida on the Native iOS (SwiftUI) stack (Medium confidence, 70%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: Flutter.
Is OCLS | Florida still actively maintained?▴
Maintenance status: Active (5% abandonment risk). Last shipped version was 2 days ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
When was OCLS | Florida last updated?▴
OCLS | Florida last shipped a new version on 2026-05-22 — less than a month ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes OCLS | Florida?▴
OCLS | Florida is published by Orange County Library System 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 OCLS | Florida's BU Score?▴
OCLS | Florida has a BU Score of 57/100 (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.