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Top Hat - Better Learning

73
Quality Score
Strong

Top Hat - Better Learning

by Top Hat Monocle
High confidence
4.6 App Store rating
✍️ Bumetric analysis
“

Top Hat - Better Learning is an iOS app from Top Hat Monocle in the Education category, currently rated 4.6★ across 22,721 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.

Quality Score is 73: Strong (healthy traction). For a Education app, that means healthy traction. 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
$5.0K
per month
→
12-mo forecast
$5.2K – $10.8K
per month
→
24-mo forecast
$6.4K – $19.2K
per month
MID tier
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📊 Performance Tracking LIVE

110 snapshots on record
idle
0%
Rating
4.6
Reviews
22,721 reviews
Forecast Revenue / mo
$5.0K
Snapshots tracked
110
since Dec 2015
ONE-TIME · BUILD 💰 Estimated build cost
$190K
↳ What it cost to build · not monthly revenue
Likely range $140K – $255K
$25K · MVP floor $100K · indie scale $500K+ · studio build
📈 Pays back in ~3.2y 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
📦 Asset bundle (158 MB) +$40K
⚙ Education complexity ×1.20 +$18K
⚙ 13.2y maintenance × ~1-person team +$79K
Total estimate $190K
ONE-TIME · EXIT VALUE 💵 Estimated acquisition value
$100K
↳ What it would sell for · not monthly revenue
Marketplace range $75K – $125K · 21× MRR multiple
💸 ~0.5× build cost (under-water)

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
📅 13.2y proven track record +20%
⭐ ★ rating ≥ 4.4 (solid) +8%
🏷 Education category multiple +6%
Final multiple 21× MRR
👥 Estimated audience size
1.4M
Lifetime downloads (US-equivalent)
Monthly active
80K
Daily active
24K

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
📲 Education engagement ~85 installs / rating
📅 13.2y of rating accumulation -30%
🔁 Education D30 retention 18%
📍 DAU / MAU stickiness 0.30
DAU / MAU 30% sticky
🛠 Estimated tech stack
🍎
Native iOS (Swift / UIKit)
Medium confidence · 60%
Also possible
React Native 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 158 MB
🏷 Category context Education
📦 Mid-large iOS bundle → Likely native Swift / UIKit (pre-2020 era)
💀 Maintenance status
Active
15%
Last shipped 2026-08-03 · 52 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
📅 52 days since last update Healthy release cadence
Verdict Active
🔬

How we forecast this revenue

MEDIUM CONFIDENCE
Baseline
$5.0K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$4.7K – $7.9K
12 months
$5.2K – $10.8K
24 months
$6.4K – $19.2K
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 · 48/100MID TIERunderperforming peers
GrowthFounderQualityRevenueMonetiz.MoatMarketSafety
Growth Velocity
5.0
Founder Strength
3.0
Product Quality
9.3
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
4.5
Market Position
2.0
Operational Safety
10.0
  • 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
  • ⭐ Quality: 4.63★ across 22,721 reviews — exceptional (top 1% in category).
  • 📍 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 = $90K-$160K.
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 11 of 11 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
Mid install base (22,721 ratings)METRIC
+$5,500
Excellent rating (4.6★)METRIC
+$2,200
bugsREVIEW
−$1,800
5 starREVIEW
+$1,800
Mature app (13y old)METRIC
+$1,500
highly recommendREVIEW
+$1,400
slowREVIEW
−$1,200
too expensiveREVIEW
−$1,000
priceyREVIEW
−$800
Ad-supported / freemiumMETRIC
+$600
Single-language (English only)METRIC
−$400
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.

🆕 What's New · v8.109.0

Thank you for using Top Hat! To make our app better for you, we bring regular updates to the App Store. In this update, we have made improvements to the subscription experience for eligible users, along with performance improvements and bug fixes.

Profile & Insights

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

Identification

App name
Top Hat - Better Learning
Developer
Top Hat Monocle
Bundle ID
com.tophat.Top-Hat
App Store URL
Open in App Store
Category
Education
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

Reported revenue signal / mo
Not found
AI revenue estimate / mo
Not found
AI annual estimate
Not found
Model estimate / mo
$5.0K/mo
Top-grossing rank
Outside top 100 in US Education
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 growth22,776 ratings+5637% lifetimeShow 3-year history estimate ▾Jun 2020Mar 2023Sep 2026
Tracked (60 weeks) Pre-tracking estimate (0 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.
🚀Update Frequency · Releases per Quarter3 releases tracked
12Q2 2026Q3 2026
🚀Version Release Timeline3 releases tracked
v8.103.0May 2026v8.106.0Jul 2026v8.109.0Aug 2026
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

Top Hat is the perfect companion app to our comprehensive assessment platform that helps you learn better before, during and after class. Top Hat makes learning fun and engaging (seriously!) and sets you up for success, helping you connect with your professors, your peers and the content you’re learning in and out of the classroom.


Here’s what Top Hat offers you:
Compelling resources, delivered on your smartphone or laptop:
• Follow your prof’s lecture slides on your own device
• Contribute in class with an easy-to-use response system that’s always with you… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →
💾 158 MB🔞 4+📱 iOS 17.0+🔖 v8.109.0🔄 updated 1mo ago🌐 EN📂 Education💰 Free🚀 Launched 2013 (13y old)
📅

What Worked™ · Development Pipeline

18 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 →
2026-08
📸
Refreshed store screenshots — 7 of 7 updated
→ 30 days after: reviews +9 medium · co-occurring
2026-08
🔧
Shipped update — v8.106.0 → v8.109.0
→ 30 days after: reviews +7 low · multiple changes
2026-07
📦
Bundle ↑ 108MB → 158MB — likely major code refresh
2026-06
🔧
Shipped update — v8.103.0 → v8.106.0
→ 30 days after: reviews +46 medium · co-occurring
2026-05
🔄
Monetization changed: freemium → free
→ 30 days after: reviews +48 medium · co-occurring
2026-03
📈
Crossed 1,000 ratings — social-proof flywheel kicking in
→ 30 days after: rating +2.47★ · reviews +22,217 medium · co-occurring
2026-03
⭐
Rating ↑ 2.13 → 4.60 (improved 2.47★)
→ 30 days after: rating +2.47★ · reviews +22,217 medium · co-occurring
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
→ 30 days after: rating +2.47★ · reviews +22,218 medium · co-occurring
2016-09
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +9 high confidence
2016-09
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.15★ · reviews +27 high confidence
2016-02
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +8 medium · co-occurring
2016-02
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.06★ · reviews +35 medium · co-occurring
2016-01
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.08★ · reviews +27 high confidence
2016-01
⭐
Rating ↑ 1.50 → 1.82 (improved 0.32★)
→ 30 days after: reviews +53 low · multiple changes
2016-01
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +53 low · multiple changes
2016-01
⭐
Rating ↓ 2.00 → 1.67 (dropped 0.33★)
→ 30 days after: reviews +26 high confidence
2015-12
⭐
Rating ↓ 3.00 → 2.00 (dropped 1.00★)
→ 30 days after: reviews +26 high confidence
2015-12
🚀
First tracked snapshot — initial data captured
→ 30 days after: reviews +26 high confidence
📸

Store Page History

7 SCREENSHOT CHANGES
Every time a developer swaps a store screenshot we archive both versions. Compare side-by-side to see what messaging / visuals changed.
iPad screenshots
Slot 1
2 ver.
2026-05-13
Now
2026-08-08
Slot 2
2 ver.
2026-05-13
Now
2026-08-08
Slot 3
2 ver.
2026-05-13
Now
2026-08-08
iPhone screenshots
Slot 1
2 ver.
2026-05-13
Now
2026-08-08
Slot 2
2 ver.
2026-05-13
Now
2026-08-08
Slot 3
2 ver.
2026-05-13
Now
2026-08-08
Slot 4
2 ver.
2026-05-13
Now
2026-08-08
🌍

Multi-Country Performance

Available in 9 of 9 monitored markets
MarketRatingReviewsCurrent version
🇦🇺 AU4.34694★494.34694★ this version
🇧🇷 BR5★55★ this version
🇨🇦 CA4.45826★2,2524.45826★ this version
🇩🇪 DE4.71429★74.71429★ this version
🇫🇷 FR4.71429★74.71429★ this version
🇬🇧 GB4.64452★2564.64452★ this version
🇮🇳 IN4.62903★624.62903★ this version
🇯🇵 JP4.43478★234.43478★ this version
🇺🇸 US4.63271★22,8924.63271★ this version
🔔

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📝 Description

95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Top Hat - Better Learning: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Read deep-dive →

Similar apps in Education

About this analysis
ZCAnalyzed by Zakhar Chumak · founder, Bumetric·Full methodology·High confidence

Why high confidence: 22,721 ratings · no founder-verified revenue (model estimate only).

❓ Frequently Asked Questions

10 answers · auto-generated from this app's public data
How much does Top Hat - Better Learning make per month?▴
Based on our ML-calibrated revenue forecast, Top Hat - Better Learning earns approximately $5.0K/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 Top Hat - Better Learning profitable?▴
With estimated build cost $190K and monthly revenue $5.0K, Top Hat - Better Learning looks slow ROI — payback period is around 3.2 years at the current run-rate. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does Top Hat - Better Learning have?▴
Estimated audience: ~1.4M lifetime downloads, ~80K monthly active users, and ~24K 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 Top Hat - Better Learning?▴
Browse the full Education 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 Top Hat - Better Learning built with?▴
Our heuristic places Top Hat - Better Learning on the Native iOS (Swift / UIKit) stack (Medium confidence, 60%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: React Native, Flutter.
Is Top Hat - Better Learning still actively maintained?▴
Maintenance status: Active (15% abandonment risk). Last shipped version was 1 months ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would Top Hat - Better Learning sell for?▴
Estimated acquisition value: $100K (marketplace range $75K – $125K). Calculated as 21× 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 Top Hat - Better Learning last updated?▴
Top Hat - Better Learning last shipped a new version on 2026-08-03 — 1 months ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes Top Hat - Better Learning?▴
Top Hat - Better Learning is published by Top Hat Monocle 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 Top Hat - Better Learning's BU Score?▴
Top Hat - Better Learning has a BU Score of 73/100 (Strong). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.