43
Quality Score
Emerging
MangaNato - Manga Nato, Comics
✍️ bumetric analysis
“
MangaNato - Manga Nato, Comics is an iOS app from Day Truong in the Food & Drink category, currently rated 3.1★ across 241 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 43: Emerging (early traction worth watching). For a Food & Drink app, that means early traction worth watching. 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
$500/mo
In 12 months
$437 – $1575
In 24 months
$405 – $3644
INDIE tierFREE
💡 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
🔬
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 · 24/100INDIE TIERFREE (NO MONETIZATION)limited signalRevenue Strength
2.7
Product Quality
2.9
Market Position
2.0
Growth Velocity
5.0
Defensibility
3.0
Operational Safety
0.0
Founder Strength
3.0
Monetization Maturity
0.5
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 3.11★ across 241 reviews — weak — significant quality concerns.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 686d ago — possibly dormant.
- ⚠️ Risk: High — 2.2% refund mentions, scam/fraud mentions detected, bug mentions above category norm.
🎯 For competitors: Vulnerable. Quality drift + slow updates create a clear opening for a fresh competitor with active dev cadence.
💵 For acquirers: Estimated asking range 12-22× monthly = $6K-$11K. Discount applied for operational risk..
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.
🗣
Voice of Customer
Based on 231 reviews across 8 markets● 52% positive · ● 20% neutral · ● 28% negative · Rating drift: -1.23★ (declining — recent 50: 1.88★ vs lifetime: 3.11★)
VADER compound sentiment per quarter (−1 = fully negative, +1 = fully positive). Each point ≥ 5 reviews.
Sentiment by country (−1 to +1)
🇫🇷 FR
+0.31
🇨🇦 CA
+0.25
🇺🇸 US
+0.23
🇩🇪 DE
+0.17
🇦🇺 AU
+0.08
🇯🇵 JP
+0.00
🇬🇧 GB
-0.03
🇧🇷 BR
-0.28
Top praise themes
please fix ×7 loading screen ×6 only problem ×4 stopped working ×4 try read ×3 right now ×3 gets fixed ×3 black screen ×3
Top complaint themes
doesn work ×14 doesn load ×9 won load ×9 stopped working ×7 loading screen ×5 black screen ×5 loading icon ×4 read crashes ×4
Risk signals
Refund mentions: 2.2% Bug mentions: 17% Fraud / scam mentions: 1.7%
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇺🇸 US | 3.10788★ | 241 | 3.10788★ this version |
| 🇬🇧 GB | 3.10345★ | 29 | 3.10345★ this version |
| 🇩🇪 DE | 3.09677★ | 31 | 3.09677★ this version |
| 🇫🇷 FR | 3.2★ | 5 | 3.2★ this version |
| 🇯🇵 JP | 1★ | 1 | 1★ this version |
| 🇨🇦 CA | 3.07692★ | 26 | 3.07692★ this version |
| 🇦🇺 AU | 2.625★ | 24 | 2.625★ this version |
| 🇧🇷 BR | 2.5★ | 2 | 2.5★ this version |
| 🇮🇳 IN | 1★ | 1 | 1★ this version |
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 8 of 8 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| Below-average rating (3.1★)METRIC | −$1,500 | |
| slowREVIEW | −$1,200 | |
| Established app (3y old)METRIC | +$800 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Early-stage install base (241 ratings)METRIC | +$400 | |
| Single-language (English only)METRIC | −$400 |
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 →💾 29 MB🔞 12+📱 iOS 12.0+🔖 v1.0.4🔄 updated 1y ago🌐 EN📂 Food & Drink💰 Free🚀 Launched 2022 (3y old)
📝 About this app
MangaNato is one of the top places to read free manga online. Users can access a vast library of manga, light novels, manhwas, and webtoons from all genres and subgenres, including Action, Fantasy, Comedy, Mystery, Horror, Thriller, Science Fiction, and Adventure.
MangaNato includes outstanding features comparable to those of subscription-based manga reading platforms, one of the additions to the gigantic online library of content. An excellent reading manga experience is only one tap away, so what blocks you from hitting the button on our search tab?… View full description on the official store →
MangaNato includes outstanding features comparable to those of subscription-based manga reading platforms, one of the additions to the gigantic online library of content. An excellent reading manga experience is only one tap away, so what blocks you from hitting the button on our search tab?… View full description on the official store →
🆕 What's New · v1.0.4
- Fixed crashing problem
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- MangaNato - Manga Nato, Comics
- Developer
- Day Truong
- Bundle ID
- com.manga.nato
- App Store URL
- Open in App Store
- Category
- Food & Drink
- Content rating
- 12+
- 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
- OG image
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $154/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 Reviews49 latest · avg 2.16★ · 18.4% 5★ · 59.2% 1★
5★9 (18%)
4★3 (6%)
3★4 (8%)
2★4 (8%)
1★29 (59%)
+0 ratings/week
Praise: love ×7 great ×2 favorite ×2 amazing ×1 recommend ×1Complaints: bug ×3 broken ×2 refund ×2 crash ×1
Top positive
★★★★★ Not working
The app is great but for some reason nothing is working anymore. It just stopped loading and when i open it, it just says its loading but nothing loads no matter how long i let it run for…
★★★★★ Brian
Sandoval…
Top negative
★☆☆☆☆ Nothing
Can’t read anything. Been trying to find the manga to read for free and all there is on this app is just a black loading screen…
★☆☆☆☆ 🤬🤬
This app doesn’t work for me don’t know why…
📈Ratings growth241 ratings+190% lifetimeShow 3-year history estimate ▾
Tracked (46 weeks) Pre-tracking estimate (35 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.
Full revenue analysis
Read the article-style breakdown for MangaNato - Manga Nato, Comics: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.