ScrollToStudy: Study Smarter
55
Quality Score
Solid
ScrollToStudy: Study Smarter
Low confidence
✍️ bumetric analysis
“
ScrollToStudy: Study Smarter is an iOS app from Marc Schrefel in the News category, currently rated 4.7★ across 36 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 55: Solid (established niche player). For a News 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
$500
per month
→
12-mo forecast
$437 – $1575
per month
→
24-mo forecast
$405 – $3644
per month
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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$70K
↳ What it cost to build · not monthly revenue
Likely range $50K – $95K
$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 |
| 📦 Asset bundle (65 MB) | +$5K |
| ⚙ News complexity ×1.20 | +$11K |
Total estimate
$70K
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$500/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
$426 – $993
12 months
$437 – $1.6K
24 months
$405 – $3.6K
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 · 37/100INDIE TIERlimited signalGrowth Velocity
5.0
Founder Strength
2.9
Product Quality
3.8
Revenue Strength
2.7
Monetization Maturity
1.0
Defensibility
2.3
Market Position
2.0
Operational Safety
10.0
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.7★ across 36 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 = $9K-$16K.
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 (4.7★)METRIC | +$2,200 | |
| Multilingual (33 languages)METRIC | +$1,500 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Pre-traction phase (36 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
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 · v3.2.7
Thank you for using scrolltostudy!
This update brings you:
UI Improvements
Enjoy a cleaner, more polished interface with smoother navigation and refined visuals.
Bug Fixes & Performance Enhancements
We’ve squashed several bugs to keep everything running seamlessly.… Full release notes →
This update brings you:
UI Improvements
Enjoy a cleaner, more polished interface with smoother navigation and refined visuals.
Bug Fixes & Performance Enhancements
We’ve squashed several bugs to keep everything running seamlessly.… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- ScrollToStudy: Study Smarter
- Developer
- Marc Schrefel
- Bundle ID
- Not found
- App Store URL
- Open in App Store
- Category
- News
- Content rating
- 4+
- Languages
- AF, SQ, AR, BG, HR, CS, DA, NL, EN, FI, FR, DE, EL, HI, HU, ID, IT, JA, MS, NB, PL, PT, RO, RU, SR, ZH, SL, ES, SV, ZH, TR, UK, VI
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
- Not found
- 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 growth165 ratings+5400% lifetimeShow 3-year history estimate ▾
Tracked (7 weeks) Pre-tracking estimate (15 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.
🚀Version Release Timeline2 releases tracked
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
ScrollToStudy – Turn Screen Time into Study Time
Tired of doomscrolling when you should be studying? ScrollToStudy flips the habit: your study material becomes the feed.
One scroll at a time, you actually learn something.
Your study material, reimagined
Upload anything: PDFs, websites, YouTube links, audio recordings, photos of notes, or type it in manually. ScrollToStudy’s AI transforms it into a full learning experience in seconds.
Everything you need, in one place
Personalized Study Feed
Scroll through flashcards, quizzes, and summaries, like a social feed but for your brain.… View full description on the official store →
Tired of doomscrolling when you should be studying? ScrollToStudy flips the habit: your study material becomes the feed.
One scroll at a time, you actually learn something.
Your study material, reimagined
Upload anything: PDFs, websites, YouTube links, audio recordings, photos of notes, or type it in manually. ScrollToStudy’s AI transforms it into a full learning experience in seconds.
Everything you need, in one place
Personalized Study Feed
Scroll through flashcards, quizzes, and summaries, like a social feed but for your brain.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 65 MB🔞 4+📱 iOS 16.4+🔖 v3.2.7🔄 updated 0d ago🌐 AF, SQ, AR, BG, HR +28📂 News💰 Paid
📅
What Worked™ · Development Pipeline
3 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
2026-01
⭐
Rating ↓ 5.00 → 4.67 (dropped 0.33★)
2025-10
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.80556★ | 36 | 4.80556★ this version |
| 🇧🇷 BR | 3★ | 1 | 3★ this version |
| 🇨🇦 CA | 4.65217★ | 138 | 4.65217★ this version |
| 🇩🇪 DE | 4.54706★ | 170 | 4.54706★ this version |
| 🇫🇷 FR | 4.46154★ | 26 | 4.46154★ this version |
| 🇬🇧 GB | 4.58861★ | 158 | 4.58861★ this version |
| 🇮🇳 IN | 5★ | 1 | 5★ this version |
| 🇯🇵 JP | 5★ | 3 | 5★ this version |
| 🇺🇸 US | 4.6909★ | 165 | 4.6909★ this version |
🔔
Track this app’s revenue
FREEGet an email when revenue moves by your threshold. No spam, unsubscribe in one click.
📝 Description
95
BU Score · Transcendent
About this analysis
Why low confidence: only 36 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 dataHow much does ScrollToStudy make per month?▴
Based on our ML-calibrated revenue forecast, ScrollToStudy earns approximately $86/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 ScrollToStudy?▴
Browse the full News 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 ScrollToStudy?▴
ScrollToStudy is published by Marc Schrefel 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 ScrollToStudy's BU Score?▴
ScrollToStudy has a BU Score of 55/100 (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.