ToonMe photo cartoon maker
81
Quality Score
Excellent
ToonMe photo cartoon maker
High confidence
✍️ bumetric analysis
“
ToonMe targets the AI-powered selfie-to-cartoon niche, directly competing with apps like Lensa and other specialized avatar creators. Its substantial user rating, reflecting millions of individual inputs, signals strong user adoption and sustained traction, indicating a mature product in a growth stage rather than early development. This volume of feedback suggests a robust user base actively engaging with the app's core functionality. In the photography category, particularly for free apps offering advanced filters and transformations, a common monetization strategy involves a freemium model. This typically includes a subscription for premium filters, ad-free experience, or faster processing, alongside optional in-app purchases for one-off effect packs. Given its "free" monetization type, ToonMe likely leverages a similar IAP-driven upgrade path to convert its large user base into paying subscribers.
BU Score 81 · Excellent — strong product-market fit. The full Investment Matrix below scores 8 dimensions including monetisation, growth, and operational risk.
Track snapshot history and revenue forecast in the Performance section below.
💰 Monthly revenue · now vs forecast
● Right now
$700K
per month
→
12-mo forecast
$741K – $1141K
per month
→
24-mo forecast
$886K – $1645K
per month
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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$125K
↳ What it cost to build · not monthly revenue
Likely range $95K – $170K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~1.8y 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 |
| 💎 In-app purchase plumbing | +$9K |
| ⚙ Photography complexity ×1.35 | +$20K |
| 🌐 Cross-platform reach (iOS + Android) | +$44K |
Total estimate
$125K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$200K
↳ What it would sell for · not monthly revenue
Marketplace range $150K – $250K · 33× MRR multiple
💸
~1.6× build cost (break-even+)
Synthetic estimate. Multiple band derived from iap / freemium model + 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
| 💎 IAP / freemium model base | 28× MRR |
| ⭐ ★ rating ≥ 4.4 (solid) | +8% |
| ⭐ Mature user base (1M+ ratings) | +8% |
Final multiple
33× MRR
👥 Estimated audience size
223.0M
Lifetime downloads (US-equivalent)
Monthly active
33.0M
Daily active
8.2M
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
| 📲 Photography engagement | ~120 installs / rating |
| 🔁 Photography D30 retention | 15% |
| 📍 DAU / MAU stickiness | 0.25 |
DAU / MAU
25% sticky
🔬
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
Mixed signals · 60/100BIG TIERcompetitive but cautiousRevenue Strength
5.8
Product Quality
8.9
Market Position
0.0
Growth Velocity
5.0
Defensibility
7.4
Operational Safety
10.0
Founder Strength
5.9
Monetization Maturity
5.0
- 💰 Revenue: Healthy — $280K - $1540K/mo · BIG tier · medium-low confidence, trajectory unclear.
- ⭐ Quality: 4.47★ across 1,861,168 reviews — strong (top 10%).
- 📍 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.
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 4 of 4 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| High install base (1,861,168 ratings)METRIC | +$12,000 | |
| Good rating (4.5★)METRIC | +$800 | |
| Established app (5y old)METRIC | +$800 | |
| 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.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- ToonMe photo cartoon maker
- Developer
- PHOTO LAB DMCC
- Bundle ID
- com.vicman.toonmeapp
- App Store URL
- Open in App Store
- Category
- Photography
- Content rating
- Not found
- Languages
- Not found
Company
- Website
- toonme.com
- 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
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $5.8K/mo
- Top-grossing rank
- Not found
- All-time revenue
- Not found
- Pricing
- $0.99 - $99.99 per item
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 growth1,861,168 ratings+80% lifetimeShow 3-year history estimate ▾
Tracked (2 weeks) Pre-tracking estimate (37 weeks) · model-based, ±5% noise · anchored to release date and current value
🚀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
<p>Do you feel like creating a <strong>cartoon me</strong> photo art of your selfie? Are you looking for a fresh new avatar for your Instagram profile? Look no more! With <strong>ToonMe</strong>, a cartoon creator and selfie editor with loads of face filters, you can turn your selfie into astonishing art that makes you stand out!</p>
<p>You can <strong>cartoon yourself</strong> in any way you want, and the outcome is only one tap away.… View full description on the official store →
<p>You can <strong>cartoon yourself</strong> in any way you want, and the outcome is only one tap away.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →🔖 v0.7.21🔄 updated 0d ago📂 Photography💰 Free📺 Ad-supported💎 IAP $0.99 - $99.99 per item
📅
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 →
2026-06
📸
Refreshed store screenshots — 3 of 3 updated
2026-05
🔧
Shipped update — v0.7.20 → v0.7.21
→ 30 days after: reviews +2,235 high confidence
2026-05
🚀
First tracked snapshot — initial data captured
→ 30 days after: reviews +2,235 high confidence
📸
Store Page History
3 SCREENSHOT CHANGESEvery time a developer swaps a store screenshot we archive both versions. Compare side-by-side to see what messaging / visuals changed.
iPhone screenshots
Slot 2
2 ver.
2 ver.
2026-05-06
2026-06-12
Slot 6
2 ver.
2 ver.
2026-05-06
2026-06-12
Slot 7
2 ver.
2 ver.
2026-05-06
2026-06-12
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for ToonMe photo cartoon maker: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by PHOTO LAB DMCC
View all →📦 Portfolio summaryINDIE studio
4apps·$17K/mocombined
Lead-app heavy — top app contributes 50%
About this analysis
Why high confidence: 1,861,168 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does ToonMe photo cartoon maker make per month?▴
Based on our ML-calibrated revenue forecast, ToonMe photo cartoon maker earns approximately $5.8K/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 ToonMe photo cartoon maker?▴
Browse the full Photography 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 ToonMe photo cartoon maker?▴
ToonMe photo cartoon maker is published by PHOTO LAB DMCC on the Google Play 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 ToonMe photo cartoon maker's BU Score?▴
ToonMe photo cartoon maker has a BU Score of 81/100 (Excellent). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.