Dr. Panda Restaurant 2
59
Quality Score
Solid
Dr. Panda Restaurant 2
Medium confidence
✍️ bumetric analysis
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Dr. Panda Restaurant 2 is an iOS app from Dr. Panda Ltd in the News category, currently rated 4.1★ across 398 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 59: Solid (established niche player). For a News 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
🤖Also on Android
$11.5K/mo · 3K ratings · 4.3★
View →
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 (217 MB) | +$40K |
| ⚙ News complexity ×1.20 | +$18K |
Total estimate
$110K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$20K
↳ What it would sell for · not monthly revenue
Marketplace range $15K – $25K · 13× 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 |
| 🏷 News category multiple | -5% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
13× MRR
👥 Estimated audience size
47K
Lifetime downloads (US-equivalent)
Monthly active
7.1K
Daily active
3.1K
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
| 📲 News engagement | ~120 installs / rating |
| 🔁 News D30 retention | 15% |
| 📍 DAU / MAU stickiness | 0.45 |
DAU / MAU
44% 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 · 49/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
7.6
Product Quality
5.8
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
7.5
Market Position
2.0
Operational Safety
7.0
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.12★ across 398 reviews — below category median.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 1437d ago — possibly dormant.
- ⚠️ Risk: Moderate — dormant (1437d 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. Portfolio play ($115K/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 9 of 9 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 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| Mature app (12y old)METRIC | +$1,500 | |
| Multilingual (20 languages)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| Good rating (4.1★)METRIC | +$800 | |
| Early-stage install base (398 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 · v1.75
We hope you're enjoying Dr. Panda Restaurant 2! We've made a couple of cool new changes to enhance your cooking experience.
In this version:
-Bug fixes and optimizations for gameplay
If you have any feedback, leave a review or send us a message at support@drpanda.com
In this version:
-Bug fixes and optimizations for gameplay
If you have any feedback, leave a review or send us a message at support@drpanda.com
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Dr. Panda Restaurant 2
- Developer
- Dr. Panda Ltd
- Bundle ID
- com.tribeplay.pandarestaurant2
- App Store URL
- Open in App Store
- Category
- News
- Content rating
- 4+
- Languages
- DA, NL, EN, FI, FR, DE, ID, IT, JA, KO, NB, PL, PT, RU, ZH, ES, SV, TH, ZH, TR
Company
- Website
- Not found
- Tagline
- Not found
- Description
- Dr. Panda is a kids educational app developer that encourages children to imagine and think creatively while they discover the joy of learning through play.
- 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
- $1.3K/mo
- Top-grossing rank
- Outside top 100 in US News
- 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 growth398 ratings+-10% lifetimeShow 3-year history estimate ▾
Tracked (59 weeks) Pre-tracking estimate (37 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 → $3.99 (+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
**Best Kids App in more than 50 countries!** Dr. Panda’s Restaurant is re-opening, and this time all the choices are yours!
Make the pizza of your dreams, a pasta dish to rave about, or a soup so spicy your customers will breathe fire! Sweet or salty? Spicy or bitter? It’s up to you!
Kids can take charge in their own kitchen in Dr.… View full description on the official store →
Make the pizza of your dreams, a pasta dish to rave about, or a soup so spicy your customers will breathe fire! Sweet or salty? Spicy or bitter? It’s up to you!
Kids can take charge in their own kitchen in Dr.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 217 MB🔞 4+📱 iOS 10.0+🔖 v1.75🔄 updated 0d ago🌐 DA, NL, EN, FI, FR +15📂 News💰 Paid
📅
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
📈
Crossed 100 ratings — social-proof flywheel kicking in
2026-05
💲
Went paid — introduced $3.99 price point
2025-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2015-02
📈
Crossed 100 ratings — social-proof flywheel kicking in
2014-08
📈
Crossed 50 ratings — social-proof flywheel kicking in
2014-02
📈
Crossed 10 ratings — social-proof flywheel kicking in
2014-02
⭐
Rating ↓ 4.33 → 3.86 (dropped 0.47★)
2014-02
⭐
Rating ↓ 5.00 → 4.60 (dropped 0.40★)
2014-02
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.03571★ | 28 | 4.03571★ this version |
| 🇧🇷 BR | 4.57512★ | 193 | 4.57512★ this version |
| 🇨🇦 CA | 4.21053★ | 38 | 4.21053★ this version |
| 🇩🇪 DE | 4.25★ | 24 | 4.25★ this version |
| 🇫🇷 FR | 3.9★ | 20 | 3.9★ this version |
| 🇬🇧 GB | 4.30909★ | 55 | 4.30909★ this version |
| 🇮🇳 IN | 4.45744★ | 94 | 4.45744★ this version |
| 🇯🇵 JP | 4.125★ | 24 | 4.125★ this version |
| 🇺🇸 US | 4.1203★ | 399 | 4.1203★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Dr. Panda Restaurant 2: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by Dr. Panda Ltd
View all →📦 Portfolio summaryMID studio
27apps·$115K/mocombined
✓ Diversified — top app contributes 16%; risk spread across portfolio
About this analysis
Why medium confidence: 398 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Dr. Panda Restaurant 2 make per month?▴
Based on our ML-calibrated revenue forecast, Dr. Panda Restaurant 2 earns approximately $1.3K/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 Dr. Panda Restaurant 2?▴
Browse the full News 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 Dr. Panda Restaurant 2?▴
Dr. Panda Restaurant 2 is published by Dr. Panda Ltd 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 Dr. Panda Restaurant 2's BU Score?▴
Dr. Panda Restaurant 2 has a BU Score of 59/100 (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.