Pop Dot Comics
65
Quality Score
Solid
✍️ Bumetric analysis
“
Pop Dot Comics is an iOS app from JixiPix Software in the Photo & Video category, currently rated 4.9★ across 177 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 65: Solid (established niche player). For a Photo & Video 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
$5.0K
per month
→
12-mo forecast
$5.2K – $10.8K
per month
→
24-mo forecast
$6.4K – $19.2K
per month
MID 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
38 snapshots on record
Rating
4.9
Reviews
177 reviews
Forecast Revenue / mo
$5.0K
Snapshots tracked
38
since Aug 2012
ONE-TIME · BUILD
💰 Estimated build cost
$175K
↳ What it cost to build · not monthly revenue
Likely range $130K – $235K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~2.9y 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 |
| 📦 Asset bundle (68 MB) | +$7K |
| ⚙ Photo & Video complexity ×1.55 | +$31K |
| ⚙ 14.1y maintenance × ~1-person team | +$84K |
Total estimate
$175K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$100K
↳ What it would sell for · not monthly revenue
Marketplace range $75K – $125K · 19× MRR multiple
💸
~0.6× build cost (under-water)
Synthetic estimate. Multiple band derived from ad-supported + 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
| 📺 Ad-supported base | 15× MRR |
| 📅 14.1y proven track record | +20% |
| ⭐ ★ rating ≥ 4.7 (premium) | +15% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
19× MRR
👥 Estimated audience size
17K
Lifetime downloads (US-equivalent)
Monthly active
840
Daily active
250
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
| 📲 Photo & Video engagement | ~140 installs / rating |
| 📅 14.1y of rating accumulation | -30% |
| 🔁 Photo & Video D30 retention | 18% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
30% sticky
🛠 Estimated tech stack
🍎
Native iOS (Swift / UIKit)
Medium confidence · 70%
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
| 📦 App bundle size | 68 MB |
| 🏷 Category context | Photo & Video |
| 📦 Small-mid iOS bundle | → Native Swift / UIKit (pre-2020 era) |
💀 Maintenance status
At risk
60%
Last shipped 2025-12-19 · 280 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
| 📅 9 months since last update | Concerning gap |
| 👥 Small user base (177 ratings) + 14.1y old | +10% (solo-project pattern) |
Verdict
At risk
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$5.0K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
Direction
Headwinds: review-mined risks present
6 months
$4.7K – $7.9K
12 months
$5.2K – $10.8K
24 months
$6.4K – $19.2K
Compound growth at +4.0% MoM (tier baseline for MID). Range widens with horizon — typical noise band ±25% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Below median · 45/100MID TIERFREE (NO MONETIZATION)underperforming peersGrowth Velocity
5.0
Founder Strength
7.9
Product Quality
5.3
Revenue Strength
3.7
Monetization Maturity
0.5
Defensibility
7.5
Market Position
2.0
Operational Safety
3.8
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.88★ across 177 reviews — below category median.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: last update 279d ago — slow cadence.
- ⚠️ Risk: High — bug mentions above category norm, rating drift -0.72 ★ (recent 50 vs lifetime).
🎯 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 = $60K-$110K. Portfolio play ($235K/mo combined) commands premium. 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.
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:
| Paid app ($0.00)METRIC | +$2,800 | |
| Excellent rating (4.9★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| excellent appREVIEW | +$1,500 | |
| Mature app (14y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| Early-stage install base (177 ratings)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.
🆕 What's New · v1.48
Optimization, bug fixes and performance improvements.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Pop Dot Comics
- Developer
- JixiPix Software
- Bundle ID
- com.jixipix.PopDotComics
- App Store URL
- Open in App Store
- Category
- Photo & Video
- Content rating
- 4+
- Languages
- Not found
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
- Reported revenue signal / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- Model estimate / mo
- $5.0K/mo
- Top-grossing rank
- Outside top 100 in US Photo & Video
- 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 growth177 ratings+4325% lifetimeShow 3-year history estimate ▾
Tracked (38 weeks) Pre-tracking estimate (0 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.
💰Pricing History$0.00 → $2.99 (+0%)
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
Create a comic worthy of the Sunday newspaper or your favorite pulp-fiction cover.
Pop Dot Comic is a fun way to create comic-book style illustrations from your snapshot or ones taken of your friends and family. Pop Dot Comic applies thick outlines, bold colors, and plenty of benday dots to newsprint or pulp papers to give every creation the look of one that’s been printed or published.
In the past, halftones were tediously inked in by cartoon artists or created in darkrooms.… View full description on the official store →
Pop Dot Comic is a fun way to create comic-book style illustrations from your snapshot or ones taken of your friends and family. Pop Dot Comic applies thick outlines, bold colors, and plenty of benday dots to newsprint or pulp papers to give every creation the look of one that’s been printed or published.
In the past, halftones were tediously inked in by cartoon artists or created in darkrooms.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 68 MB🔞 4+📱 iOS 15.0+🔖 v1.48🔄 updated 9mo ago📂 Photo & Video💰 Free🚀 Launched 2012 (14y old)
📅
What Worked™ · Development Pipeline
9 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 →
2026-05
⭐
Rating ↑ 4.50 → 4.88 (improved 0.38★)
2026-05
📈
Crossed 100 ratings — social-proof flywheel kicking in
2026-05
💲
Went paid — introduced $2.99 price point
2014-09
📈
Crossed 50 ratings — social-proof flywheel kicking in
2014-09
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.05★ medium · co-occurring
2012-10
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.10★ medium · co-occurring
2012-10
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.14★ · reviews +13 low · multiple changes
2012-08
🚀
First tracked snapshot — initial data captured
→ 30 days after: reviews +5 medium · co-occurring
2012-08
🚀
First tracked snapshot — initial data captured
→ 30 days after: reviews +5 medium · co-occurring
🗣
Voice of Customer
Based on 171 reviews across 9 markets● 67% positive · ● 26% neutral · ● 7% negative · Rating drift: -0.72★ (declining — recent 50: 4.16★ vs lifetime: 4.88★)
VADER compound sentiment per quarter (−1 = fully negative, +1 = fully positive). Each point ≥ 5 reviews.
Sentiment by country (−1 to +1)
🇬🇧 GB
+0.84
🇺🇸 US
+0.72
🇨🇦 CA
+0.66
🇦🇺 AU
+0.48
🇮🇳 IN
+0.38
🇫🇷 FR
+0.28
🇧🇷 BR
+0.13
🇯🇵 JP
+0.10
🇩🇪 DE
+0.08
Top praise themes
comic book ×3 i've tried ×3 fun easy ×3 super ×17 photos ×15 cool ×13 art ×11 awesome ×9
Top complaint themes
waste ×4 money ×4 die ×4 crashes ×3 slow ×3 nicht ×3 ich ×3
Risk signals
Refund mentions: 0.6% Bug mentions: 9%
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.92307★ | 13 | 4.92307★ this version |
| 🇧🇷 BR | 4.46429★ | 28 | 4.46429★ this version |
| 🇨🇦 CA | 4.57143★ | 21 | 4.57143★ this version |
| 🇩🇪 DE | 4.45098★ | 51 | 4.45098★ this version |
| 🇫🇷 FR | 4.625★ | 16 | 4.625★ this version |
| 🇬🇧 GB | 4.74193★ | 31 | 4.74193★ this version |
| 🇮🇳 IN | 4.8★ | 5 | 4.8★ this version |
| 🇯🇵 JP | 4.3913★ | 23 | 4.3913★ this version |
| 🇺🇸 US | 4.87709★ | 179 | 4.87709★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Pop Dot Comics: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by JixiPix Software
View all →📦 Portfolio summaryBIG studio
33apps·$1.9M/mocombined
✓ Diversified — top app contributes 46%; risk spread across portfolio
About this analysis
Why medium confidence: 177 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
10 answers · auto-generated from this app's public dataHow much does Pop Dot Comics make per month?▴
Based on our ML-calibrated revenue forecast, Pop Dot Comics earns approximately $5.0K/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 Pop Dot Comics profitable?▴
With estimated build cost $175K and monthly revenue $5.0K, Pop Dot Comics looks break-even-grade — payback period sits around 2.9 years. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does Pop Dot Comics have?▴
Estimated audience: ~17K lifetime downloads, ~840 monthly active users, and ~250 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 Pop Dot Comics?▴
Browse the full Photo & Video 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 Pop Dot Comics built with?▴
Our heuristic places Pop Dot Comics on the Native iOS (Swift / UIKit) stack (Medium confidence, 70%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: Flutter.
Is Pop Dot Comics still actively maintained?▴
Maintenance status: At risk (60% abandonment risk). Last shipped version was 9 months ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would Pop Dot Comics sell for?▴
Estimated acquisition value: $100K (marketplace range $75K – $125K). Calculated as 19× 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 Pop Dot Comics last updated?▴
Pop Dot Comics last shipped a new version on 2025-12-19 — 9 months ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes Pop Dot Comics?▴
Pop Dot Comics is published by JixiPix Software 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 Pop Dot Comics's BU Score?▴
Pop Dot Comics has a BU Score of 65/100 (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.