PixelLab: Text Photo Editor
57
Quality Score
Solid
PixelLab: Text Photo Editor
Medium confidence
✍️ bumetric analysis
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PixelLab: Text Photo Editor is an iOS app from App Holdings in the Photo & Video category, currently rated 4.4★ across 383 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 57: 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 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
ONE-TIME · BUILD
💰 Estimated build cost
$80K
↳ What it cost to build · not monthly revenue
Likely range $60K – $110K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Slow ROI — current MRR is well below build cost
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 |
| ⚙ Photo & Video complexity ×1.55 | +$27K |
Total estimate
$80K
👥 Estimated audience size
53K
Lifetime downloads (US-equivalent)
Monthly active
9.6K
Daily active
2.8K
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 |
| 🔁 Photo & Video D30 retention | 18% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
29% sticky
🔬
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)
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 · 50/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
7.4
Product Quality
6.1
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
5.1
Market Position
2.0
Operational Safety
10.0
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.36★ across 383 reviews — solid.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: dev shipping weekly.
- ⚠️ 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 = $90K-$160K. Portfolio play ($80K/mo combined) commands premium.
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 6 of 6 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| bugsREVIEW | −$1,800 | |
| Good rating (4.4★)METRIC | +$800 | |
| New app (4 months old)METRIC | −$700 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Localized (5 languages)METRIC | +$600 | |
| Early-stage install base (383 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.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- PixelLab: Text Photo Editor
- Developer
- App Holdings
- Bundle ID
- com.imaginstudio.imagetools.pixellab
- App Store URL
- Open in App Store
- Category
- Photo & Video
- Content rating
- 4+
- Languages
- AR, EN, FR, ID, PT
Company
- Website
- Not found
- Tagline
- Looking to sell your app or app portfolio?
- 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
- $287/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 growth383 ratings+812% lifetimeShow 3-year history estimate ▾
Tracked (17 weeks) Pre-tracking estimate (6 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.
🚀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
Create eye-catching images in seconds.
PixelLab makes it easy to add text, stickers, emojis, and shapes to any photo. Customize your design with fonts, gradients, outlines, shadows, 3D depth, and curved text.
FEATURES
• Multiple text layers
• Huge font library
• Text styles: gradients, stroke, shadow, inner shadow, reflection, 3D, curve
• Stickers & emojis
• Shapes + drawing
• Backgrounds and photo effects
• Projects: save and reopen your work
• Export high-resolution images to share or save to Photos
No account required.
PixelLab makes it easy to add text, stickers, emojis, and shapes to any photo. Customize your design with fonts, gradients, outlines, shadows, 3D depth, and curved text.
FEATURES
• Multiple text layers
• Huge font library
• Text styles: gradients, stroke, shadow, inner shadow, reflection, 3D, curve
• Stickers & emojis
• Shapes + drawing
• Backgrounds and photo effects
• Projects: save and reopen your work
• Export high-resolution images to share or save to Photos
No account required.
App Specs
🔐 Own this app? Claim & verify MRR →💾 29 MB🔞 4+📱 iOS 16.0+🔖 v1.0.83🔄 updated 0d ago🌐 AR, EN, FR, ID, PT📂 Photo & Video💰 Free
📅
What Worked™ · Development Pipeline
10 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 ↑ 3.64 → 4.36 (improved 0.72★)
2026-05
📈
Crossed 50 ratings — social-proof flywheel kicking in
2026-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2026-03
⭐
Rating ↓ 4.50 → 3.78 (dropped 0.72★)
2026-03
⭐
Rating ↑ 3.63 → 4.50 (improved 0.87★)
2026-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2026-03
⭐
Rating ↓ 3.83 → 3.43 (dropped 0.40★)
2026-02
⭐
Rating ↓ 4.33 → 3.50 (dropped 0.83★)
2026-02
⭐
Rating ↓ 5.00 → 4.00 (dropped 1.00★)
2026-02
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.35878★ | 131 | 4.35878★ this version |
| 🇧🇷 BR | 4.34298★ | 242 | 4.34298★ this version |
| 🇨🇦 CA | 4.38462★ | 39 | 4.38462★ this version |
| 🇩🇪 DE | 3.93333★ | 15 | 3.93333★ this version |
| 🇫🇷 FR | 4.55999★ | 50 | 4.55999★ this version |
| 🇬🇧 GB | 4.34999★ | 160 | 4.34999★ this version |
| 🇮🇳 IN | 4.23357★ | 1,537 | 4.23357★ this version |
| 🇯🇵 JP | 4.0303★ | 33 | 4.0303★ this version |
| 🇺🇸 US | 4.4012★ | 501 | 4.4012★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for PixelLab: Text Photo Editor: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by App Holdings
View all →📦 Portfolio summaryINDIE studio
27apps·$80K/mocombined
✓ Diversified — top app contributes 23%; risk spread across portfolio
Similar apps in Photo & Video
About this analysis
Why medium confidence: 383 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does PixelLab make per month?▴
Based on our ML-calibrated revenue forecast, PixelLab earns approximately $286/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 PixelLab?▴
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.
Who makes PixelLab?▴
PixelLab is published by App Holdings 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 PixelLab's BU Score?▴
PixelLab has a BU Score of 57/100 (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.