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CLEVNET Libraries App

23
Quality Score
Niche

CLEVNET Libraries App

Low confidence
1.3 ✍️ Editor
✍️ bumetric analysis

CLEVNET Libraries App is an iOS app from Cleveland Public Library in the Food & Drink category, currently rated 1.3★ across 73 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.

Quality Score is 23: Niche (micro-niche or pre-traction stage). For a Food & Drink app, that means micro-niche or pre-traction stage. 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
$164
per month
12-mo forecast
$82 – $765
per month
24-mo forecast
$82 – $2292
per month
MICRO tier
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📊 Performance Tracking LIVE

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idle
0%
Rating
Reviews
Forecast Revenue / mo
Snapshots tracked
0
since first record
ONE-TIME · BUILD 💰 Estimated build cost
$55K
What it cost to build · not monthly revenue
Likely range $40K – $75K
$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
Total estimate $55K
🔬

How we forecast this revenue

LOW CONFIDENCE
Baseline
$164/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
$104 – $417
12 months
$82 – $765
24 months
$82 – $2.3K
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 · 29/100MICRO TIERtoo early to score
RevenueQualityMarketGrowthMoatSafetyFounderMonetiz.
Revenue Strength
2.2
Product Quality
1.1
Market Position
0.3
Growth Velocity
5.0
Defensibility
2.4
Operational Safety
8.0
Founder Strength
3.0
Monetization Maturity
1.0
  • 💰 Revenue: Marginal — $0 - $500/mo · MICRO tier · indicative confidence, trajectory unclear.
  • ⭐ Quality: 1.32★ across 73 reviews — weak — significant quality concerns.
  • 📍 Market: Not yet charting in any of the 9 monitored markets.
  • 📈 Growth: Insufficient signal to assess trajectory.
  • ⚠️ Risk: Moderate — 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

MODEL
Revenue 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:
Below-average rating (1.3★)METRIC
−$1,500
slowREVIEW
−$1,200
Ad-supported / freemiumMETRIC
+$600
Single-language (English only)METRIC
−$400
Pre-traction phase (73 ratings)METRIC
−$300
Growing app (1y old)METRIC
+$200
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📈 Reviews Growth

LIVE
Cumulative review count from first BU snapshot. Each point = a tracked update.

⭐ Rating Trend

LIVE
Average rating evolution. Updates with each new review batch.

Profile & Insights

Everything we know — and don't — about this app and its company.

Identification

App name
CLEVNET Libraries App
Developer
Cleveland Public Library
Bundle ID
org.aspendiscovery.clevnet
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
$164/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.
📈Ratings growth73 ratings+1360% lifetimeShow 3-year history estimate ▾Oct 2024Apr 2025Jun 2026
Tracked (31 weeks) Pre-tracking estimate (20 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 app

Access CLEVNET Libraries from your mobile devices. CLEVNET is a consortium of libraries in Northern Ohio. Find new books, movies, and games, or your old favorites! Download digital content like eBooks, eAudiobooks, magazines, and movies. Quickly search the entire catalog, place holds, check due dates, and renew eligible titles. CLEVNET member libraries include:

• Cleveland Public Library
• Andover Public Library
• Barberton Public Library
• Bellevue Public Library
• Birchard Public Library
• Bristol Public Library
• Burton Public Library… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →
💾 43 MB🔞 4+📱 iOS 15.1+🔖 v26.04.00🔄 updated 0d ago🌐 EN📂 Food & Drink💰 Free
📅

What Worked™ · Development Pipeline

6 EVENTS TRACKED
Detected 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
🔄
Monetization changed: freemium → free
2026-03
📈
Crossed 50 ratings — social-proof flywheel kicking in
2025-01
📈
Crossed 10 ratings — social-proof flywheel kicking in
2024-12
Rating ↓ 2.00 → 1.67 (dropped 0.33★)
2024-12
Rating ↓ 3.00 → 2.00 (dropped 1.00★)
2024-12
🚀
First tracked snapshot — initial data captured
🔔

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📝 Description

95
BU Score · Transcendent

Similar apps in Food & Drink

About this analysis
ZCAnalyzed by Zakhar Chumak · founder, bumetric·Full methodology·Low confidence

Why low confidence: only 73 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.

Frequently Asked Questions

4 answers · auto-generated from this app's public data
How much does CLEVNET Libraries App make per month?
Based on our ML-calibrated revenue forecast, CLEVNET Libraries App earns approximately $164/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 CLEVNET Libraries App?
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.
Who makes CLEVNET Libraries App?
CLEVNET Libraries App is published by Cleveland Public Library 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 CLEVNET Libraries App's BU Score?
CLEVNET Libraries App has a BU Score of 23/100 (Niche). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.