PandaBuy
57
Quality Score
Solid
PandaBuy
by Hangzhou Panda Technology Co., Ltd.
Medium confidence
✍️ Bumetric analysis
“
PandaBuy is an iOS app from Hangzhou Panda Technology Co., Ltd. in the Shopping category, currently rated 4.0★ across 2,978 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 57: Solid (established niche player). For a Shopping 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
40 snapshots on record
Rating
4.0
Reviews
2,978 reviews
Forecast Revenue / mo
$5.0K
Snapshots tracked
40
since Aug 2022
ONE-TIME · BUILD
💰 Estimated build cost
$105K
↳ What it cost to build · not monthly revenue
Likely range $80K – $140K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~1.8y 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 (80 MB) | +$12K |
| ⚙ Shopping complexity ×1.30 | +$18K |
| ⚙ 4.1y maintenance × ~1-person team | +$24K |
Total estimate
$105K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$100K
↳ What it would sell for · not monthly revenue
Marketplace range $75K – $125K · 18× MRR multiple
💸
~1.0× 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 |
| 📅 4.1y proven track record | +20% |
| 🏷 Shopping category multiple | +2% |
Final multiple
18× MRR
👥 Estimated audience size
235K
Lifetime downloads (US-equivalent)
Monthly active
24K
Daily active
4.4K
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
| 📲 Shopping engagement | ~100 installs / rating |
| 📅 4.1y of rating accumulation | -21% |
| 🔁 Shopping D30 retention | 12% |
| 📍 DAU / MAU stickiness | 0.18 |
DAU / MAU
18% sticky
🛠 Estimated tech stack
🍎
Native iOS (SwiftUI)
Medium confidence · 60%
Also possible
React Native
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 | 80 MB |
| 🏷 Category context | Shopping |
| 📦 Mid-large iOS bundle | → Likely native SwiftUI (post-2020 era) |
💀 Maintenance status
Likely abandoned
88%
Last shipped 2024-04-08 · 899 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
| 📅 2y+ since last update | Likely abandoned |
Verdict
Likely abandoned
🔬
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: low defensibility moat
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
Stalled · 40/100MID TIERno growth momentumGrowth Velocity
5.0
Founder Strength
3.0
Product Quality
7.2
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
3.0
Market Position
2.0
Operational Safety
7.0
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.0★ across 2,978 reviews — solid.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 895d ago — possibly dormant.
- ⚠️ Risk: Moderate — dormant (895d 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 9 of 9 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| Low install base (2,978 ratings)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| priceyREVIEW | −$800 | |
| Good rating (4.0★)METRIC | +$800 | |
| Established app (4y 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.
🆕 What's New · v2.0.22
Optimization of some functions.
Performance Boost:
The app is now smoother and faster.
Thanks for Your Feedback:
We've been listening to your feedback. Thank you for helping us enhance the app experience.
Update now to experience the latest features!… Full release notes →
Performance Boost:
The app is now smoother and faster.
Thanks for Your Feedback:
We've been listening to your feedback. Thank you for helping us enhance the app experience.
Update now to experience the latest features!… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- PandaBuy
- Developer
- Hangzhou Panda Technology Co., Ltd.
- Bundle ID
- com.panda.pandabuy
- App Store URL
- Open in App Store
- Category
- Shopping
- Content rating
- 17+
- Languages
- EN, KO, ZH, ES
Company
- Website
- Not found
- 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
- $5.0K/mo
- Top-grossing rank
- Outside top 100 in US Shopping
- 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 growth2,978 ratings+24717% lifetimeShow 3-year history estimate ▾
Tracked (40 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.
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
Pandabuy app helps you to buy products from China easily. We offer purchasing, warehousing, and shipping services with 0 service fee, we have user-friendly features for you to manage your orders, view HD photos, and share with a simple one click. No more message bombs and we share the live shipping data with you, view the product's weight to better estimate your haul even before placing any orders!
App Specs
🔐 Own this app? Claim & verify MRR →💾 80 MB🔞 17+📱 iOS 14.0+🔖 v2.0.22🔄 updated 2y ago🌐 EN, KO, ZH, ES📂 Shopping💰 Free🚀 Launched 2022 (4y old)
📅
What Worked™ · Development Pipeline
12 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
🔄
Monetization changed: freemium → free
2026-03
⭐
Rating ↑ 3.38 → 4.00 (improved 0.62★)
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2023-07
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +23 high confidence
2023-07
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.06★ · reviews +17 high confidence
2023-02
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +9 high confidence
2022-09
⭐
Rating ↓ 4.25 → 3.88 (dropped 0.37★)
→ 30 days after: reviews +6 high confidence
2022-08
🚀
First tracked snapshot — initial data captured
→ 30 days after: rating −0.37★ · reviews +12 medium · co-occurring
2022-08
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.37★ · reviews +12 low · multiple changes
2022-08
⭐
Rating ↓ 4.50 → 4.00 (dropped 0.50★)
→ 30 days after: rating −0.37★ · reviews +12 low · multiple changes
2022-08
⭐
Rating ↓ 5.00 → 4.40 (dropped 0.60★)
→ 30 days after: rating −0.37★ · reviews +12 low · multiple changes
2022-08
🚀
First tracked snapshot — initial data captured
→ 30 days after: rating −0.37★ · reviews +12 medium · co-occurring
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.0747★ | 415 | 4.0747★ this version |
| 🇧🇷 BR | 3.92308★ | 26 | 3.92308★ this version |
| 🇨🇦 CA | 4.2321★ | 978 | 4.2321★ this version |
| 🇩🇪 DE | 3.9846★ | 1,364 | 3.9846★ this version |
| 🇫🇷 FR | 4.00562★ | 534 | 4.00562★ this version |
| 🇬🇧 GB | 4.01959★ | 1,582 | 4.01959★ this version |
| 🇮🇳 IN | 3.9★ | 10 | 3.9★ this version |
| 🇯🇵 JP | 3.74074★ | 27 | 3.74074★ this version |
| 🇺🇸 US | 4.00168★ | 2,981 | 4.00168★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for PandaBuy: 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: 2,978 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
10 answers · auto-generated from this app's public dataHow much does PandaBuy make per month?▴
Based on our ML-calibrated revenue forecast, PandaBuy 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 PandaBuy profitable?▴
With estimated build cost $105K and monthly revenue $5.0K, PandaBuy looks break-even-grade — payback period sits around 1.8 years. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does PandaBuy have?▴
Estimated audience: ~235K lifetime downloads, ~24K monthly active users, and ~4K 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 PandaBuy?▴
Browse the full Shopping 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 PandaBuy built with?▴
Our heuristic places PandaBuy on the Native iOS (SwiftUI) stack (Medium confidence, 60%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: React Native, Flutter.
Is PandaBuy still actively maintained?▴
Maintenance status: Likely abandoned (88% abandonment risk). Last shipped version was 2+ years ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would PandaBuy sell for?▴
Estimated acquisition value: $100K (marketplace range $75K – $125K). Calculated as 18× 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 PandaBuy last updated?▴
PandaBuy last shipped a new version on 2024-04-08 — more than 2 year(s) ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes PandaBuy?▴
PandaBuy is published by Hangzhou Panda Technology Co., 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 PandaBuy's BU Score?▴
PandaBuy 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.