ToonMe photo cartoon maker
81
Quality Score
Excellent
✍️ 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
5 snapshots on record
Rating
4.5
Reviews
1,862,803 reviews
Forecast Revenue / mo
$700K
Snapshots tracked
5
since May 2026
ONE-TIME · BUILD
💰 Estimated build cost
$160K
↳ What it cost to build · not monthly revenue
Likely range $120K – $215K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in under a month 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 |
| ⚙ 5.9y maintenance × ~1-person team | +$35K |
Total estimate
$160K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$27.5M
↳ What it would sell for · not monthly revenue
Marketplace range $20.5M – $35.5M · 39× MRR multiple
💸
~172× return on build cost
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 |
| 📅 5.9y proven track record | +20% |
| ⭐ ★ rating ≥ 4.4 (solid) | +8% |
| ⭐ Mature user base (1M+ ratings) | +8% |
Final multiple
39× MRR
👥 Estimated audience size
157.5M
Lifetime downloads (US-equivalent)
Monthly active
18.0M
Daily active
4.5M
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 |
| 📅 5.9y of rating accumulation | -29% |
| 🔁 Photography D30 retention | 15% |
| 📍 DAU / MAU stickiness | 0.25 |
DAU / MAU
25% sticky
🛠 Estimated tech stack
🤖
Native Android (Kotlin)
High confidence · 80%
Also possible
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
| 🏷 Category context | Photography |
| 📦 Compact Android bundle | → Native Kotlin |
💀 Maintenance status
Active
5%
Last shipped 2026-09-04 · 22 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
| 📅 22 days since last update | Active development |
Verdict
Active
🔬
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 · 59/100BIG TIERcompetitive but cautiousGrowth Velocity
5.0
Founder Strength
4.8
Product Quality
8.9
Revenue Strength
5.8
Monetization Maturity
5.0
Defensibility
7.5
Market Position
0.0
Operational Safety
10.0
- 💰 Revenue: Healthy — $280K - $1540K/mo · BIG tier · medium-low confidence, trajectory unclear.
- ⭐ Quality: 4.46★ across 1,862,803 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 5 of 5 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| High install base (1,862,803 ratings)METRIC | +$12,000 | |
| ai poweredREVIEW | +$4,000 | |
| 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
- Reported revenue signal / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- Model estimate / mo
- $700K/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.
🚀Update Frequency · Releases per Quarter5 releases tracked
🚀Version Release Timeline5 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 →🔖 v0.7.26🔄 updated 3w ago📂 Photography💰 Free📺 Ad-supported💎 IAP $0.99 - $99.99 per item🚀 Launched 2020 (5y old)
📅
What Worked™ · Development Pipeline
8 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 →
2026-09
🔧
Shipped update — v0.7.23 → v0.7.26
→ 30 days after: reviews +132 high confidence
2026-08
📸
Replaced 1 store screenshot
→ 30 days after: reviews +132 high confidence
2026-07
🔧
Shipped update — v0.7.22 → v0.7.23
→ 30 days after: reviews +293 high confidence
2026-07
📸
Refreshed store screenshots — 8 of 8 updated
→ 30 days after: reviews +161 high confidence
2026-06
🔧
Shipped update — v0.7.21 → v0.7.22
→ 30 days after: reviews +1,342 high confidence
2026-06
📸
Refreshed store screenshots — 3 of 3 updated
→ 30 days after: reviews +1,342 high confidence
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
12 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 1
2 ver.
2 ver.
2026-05-06
2026-07-12
Slot 2
3 ver.
3 ver.
2026-05-06
2026-06-12
2026-07-12
Slot 3
2 ver.
2 ver.
2026-05-06
2026-07-12
Slot 4
2 ver.
2 ver.
2026-05-06
2026-07-12
Slot 5
2 ver.
2 ver.
2026-05-06
2026-07-12
Slot 6
3 ver.
3 ver.
2026-05-06
2026-06-12
2026-07-12
🔔
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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 summaryBIG studio
5apps·$1.4M/mocombined
✓ Diversified — top app contributes 49%; risk spread across portfolio
About this analysis
Why high confidence: 1,862,803 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
10 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 $700K/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 ToonMe photo cartoon maker profitable?▴
With estimated build cost $160K and monthly revenue $700K, ToonMe photo cartoon maker looks highly profitable — pays back its build investment in under a month 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 ToonMe photo cartoon maker have?▴
Estimated audience: ~157.5M lifetime downloads, ~18.0M monthly active users, and ~4.5M 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 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.
What is ToonMe photo cartoon maker built with?▴
Our heuristic places ToonMe photo cartoon maker on the Native Android (Kotlin) stack (High confidence, 80%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: Flutter.
Is ToonMe photo cartoon maker still actively maintained?▴
Maintenance status: Active (5% abandonment risk). Last shipped version was 22 days ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would ToonMe photo cartoon maker sell for?▴
Estimated acquisition value: $27.5M (marketplace range $20.5M – $35.5M). Calculated as 39× 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 ToonMe photo cartoon maker last updated?▴
ToonMe photo cartoon maker last shipped a new version on 2026-09-04 — less than a month ago. This is the date Apple / Google last accepted a new build, not a content-only push.
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.