82
Quality Score
Excellent
Toonapp: Cartoon Photo Editor
✍️ bumetric analysis
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Toonapp: Cartoon Photo Editor is an Android app from Lyrebird Studio in the Photography category, currently rated 4.5★ across 2,471,560 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 82: Excellent (strong product-market fit). For a Photography app, that means strong product-market fit. 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
$700K/mo
In 12 months
$741K – $1141K
In 24 months
$886K – $1645K
BIG 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
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Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$700K/mo · ML-estimated from 234 triggers
Growth rate
+2.5% MoM · BIG tier baseline (compound monthly)
6 months
$690K – $933K
12 months
$741K – $1.1M
24 months
$886K – $1.6M
Compound growth at +2.5% MoM (tier baseline for BIG). Range widens with horizon — typical noise band ±15% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Concerning · 54/100BIG TIERbelow benchmarksGrowth Velocity
5.0
Founder Strength
7.2
Product Quality
9.1
Revenue Strength
5.8
Monetization Maturity
1.0
Defensibility
5.0
Market Position
0.0
Operational Safety
10.0
- 💰 Revenue: Healthy — $280K - $1540K/mo · BIG tier · medium-low confidence, trajectory unclear.
- ⭐ Quality: 4.54★ across 2,471,560 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 = $12.6M-$22.4M.
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.
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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 3 of 3 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| High install base (2,471,560 ratings)METRIC | +$12,000 | |
| Excellent rating (4.5★)METRIC | +$2,200 | |
| Ad-supported / freemiumMETRIC | +$600 |
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 →🔖 v3.3.2🔄 updated 4w ago📂 Photography💰 Free
📝 About this app
ToonApp Cartoon Picture App & AI Cartoon Photo Editor, offers fancy tools of ai cartoon generator, toon me starter pack, caricature maker, photo to cartoon yourself and cartoonify pic to ai anime filter! With this avatoon ai avatar generator, facetoon anime photo editor and toon up ai cartoon maker app, you can create amazing caricature and turn photo to cartoon me.… View full description on the official store →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Toonapp: Cartoon Photo Editor
- Developer
- Lyrebird Studio
- Bundle ID
- com.lyrebirdstudio.cartoon
- App Store URL
- Open in App Store
- Category
- Photography
- Content rating
- Not found
- Languages
- Not found
Company
- Website
- Not found
- Tagline
- Not found
- Description
- Not found
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Not found
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- $88.0K ($80.0K – $100.0K)AI medium
- AI annual estimate
- $1.1M/yr
- ML model estimate / mo
- $6.3K/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.
✨AI Revenue EstimateCONFIDENCE: MEDIUM
The Android app "Toonapp: Cartoon Photo Editor" by Lyrebird Studio is estimated to generate approximately $88,000 in monthly revenue. This estimate is based on data from April 2026. Annually, the app is estimated to earn around $1,056,000.
Sources mentioned: AppstoreSpy.com, Sensor Tower, Adapty
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.
More by Lyrebird Studio
View all →📦 Portfolio summaryINDIE studio
16apps·$51K/mocombined
✓ Diversified — top app contributes 27%; risk spread across portfolio
Full revenue analysis
Read the article-style breakdown for Toonapp: Cartoon Photo Editor: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.