VisualDx
60
Quality Score
Solid
VisualDx
Medium confidence
✍️ bumetric analysis
“
VisualDx is an iOS app from Logical Images in the Education category, currently rated 4.4★ across 185 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 60: Solid (established niche player). For a Education 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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$110K
↳ What it cost to build · not monthly revenue
Likely range $80K – $150K
$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 |
| 📦 Asset bundle (208 MB) | +$40K |
| ⚙ Education complexity ×1.20 | +$18K |
Total estimate
$110K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$25K
↳ What it would sell for · not monthly revenue
Marketplace range $20K – $35K · 16× MRR multiple
💸
~0.2× 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 |
| ⭐ ★ rating ≥ 4.4 (solid) | +8% |
| 🏷 Education category multiple | +6% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
16× MRR
👥 Estimated audience size
15K
Lifetime downloads (US-equivalent)
Monthly active
2.7K
Daily active
810
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
| 📲 Education engagement | ~85 installs / rating |
| 🔁 Education D30 retention | 18% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
30% 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 · 42/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
4.2
Product Quality
6.2
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
4.5
Market Position
2.0
Operational Safety
7.0
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.41★ across 185 reviews — solid.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 434d ago — possibly dormant.
- ⚠️ Risk: Moderate — dormant (434d since update).
🎯 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.
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 10 of 10 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 appREVIEW | +$1,500 | |
| Mature app (16y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| too expensiveREVIEW | −$1,000 | |
| priceyREVIEW | −$800 | |
| Good rating (4.4★)METRIC | +$800 | |
| Localized (7 languages)METRIC | +$600 | |
| Early-stage install base (185 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 · v7.45
This version includes updates to the back end, as well as minor bug fixes.
Thank you for choosing VisualDx! We appreciate your feedback and support, if you have any questions or suggestions, please reach out to support@visualdx.com
Thank you for choosing VisualDx! We appreciate your feedback and support, if you have any questions or suggestions, please reach out to support@visualdx.com
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- VisualDx
- Developer
- Logical Images
- Bundle ID
- com.logicalimages.visualdxmobile
- App Store URL
- Open in App Store
- Category
- Education
- Content rating
- 17+
- Languages
- EN, FR, DE, JA, PT, ZH, ES
Company
- Website
- Not found
- Tagline
- Visual Intelligence Grounded in Clinical Reality
- Description
- VisualDx helps clinicians manage skin concerns at the point of care with trusted visuals, evidence-based guidance, and inclusive images that improve access, reduce unnecessary referrals, and support better patient conversations.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Available
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $1.6K/mo
- Top-grossing rank
- 🇺🇸#14 /100 🇨🇦#81 /100
- 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
- Socials
- facebook facebook.com/VisualDx · instagram instagram.com/visualdximages · linkedin linkedin.com/company/logicalimages · youtube youtube.com/user/VisualDx/videos
- Not found
- Phone
- Not found
- Contact page
- visualdx.com/who-we-help
- About page
- visualdx.com/company
📈Ratings growth185 ratings+93% lifetimeShow 3-year history estimate ▾
Tracked (32 weeks) Pre-tracking estimate (37 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Top Countries — Grossing Rank2 countries
🇺🇸US#14 /100
🇨🇦CA#81 /100
📊Category Rank Trajectory#14 now · best #13 · worst #16
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
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
Improve patient engagement and satisfaction when you use VisualDx in the exam room and beyond. VisualDx is a visual reference tool for medical professionals that leverages AI technology and a comprehensive image atlas to improve medical decision-making worldwide.
With VisualDx, clinicians can:
• Build custom differentials across dermatology, internal medicine, pediatrics, and more while considering patient findings such as history, recent travel, and allergies.… View full description on the official store →
With VisualDx, clinicians can:
• Build custom differentials across dermatology, internal medicine, pediatrics, and more while considering patient findings such as history, recent travel, and allergies.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 208 MB🔞 17+📱 iOS 16.0+🔖 v7.45🔄 updated 0d ago🌐 EN, FR, DE, JA, PT +2📂 Education💰 Paid
📅
What Worked™ · Development Pipeline
11 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 ↑ 3.50 → 4.41 (improved 0.91★)
2026-05
🔄
Monetization changed: paid → free
2026-03
⭐
Rating ↓ 4.36 → 3.50 (dropped 0.86★)
2021-07
📈
Crossed 100 ratings — social-proof flywheel kicking in
2021-07
📈
Crossed 50 ratings — social-proof flywheel kicking in
2011-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2010-08
⭐
Rating ↑ 3.00 → 3.40 (improved 0.40★)
2010-07
⭐
Rating ↑ 2.33 → 3.00 (improved 0.67★)
2010-05
⭐
Rating ↓ 3.00 → 2.33 (dropped 0.67★)
2010-03
⭐
Rating ↓ 5.00 → 3.00 (dropped 2.00★)
2010-03
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 3★ | 2 | 3★ this version |
| 🇧🇷 BR | 4★ | 1 | 4★ this version |
| 🇨🇦 CA | 4.75★ | 4 | 4.75★ this version |
| 🇩🇪 DE | 2.33333★ | 3 | 2.33333★ this version |
| 🇫🇷 FR | 5★ | 1 | 5★ this version |
| 🇬🇧 GB | 3.5★ | 2 | 3.5★ this version |
| 🇮🇳 IN | 2.8★ | 5 | 2.8★ this version |
| 🇯🇵 JP | 4★ | 1 | 4★ this version |
| 🇺🇸 US | 4.4108★ | 185 | 4.4108★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for VisualDx: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
About this analysis
Why medium confidence: 185 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does VisualDx make per month?▴
Based on our ML-calibrated revenue forecast, VisualDx earns approximately $1.6K/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 VisualDx?▴
Browse the full Education 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 VisualDx?▴
VisualDx is published by Logical Images 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 VisualDx's BU Score?▴
VisualDx has a BU Score of 60/100 (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.