🗺 Automation Heatmap
Hover countries for details · Click to zoom📊 Top 10 — Automation Score
🏆 Country Leaderboard
| # | Country | Score | Robots/10k | AV Fleet | AI Centers | Status |
|---|---|---|---|---|---|---|
| 1 | South Korea ! | 1412 | 3,200 | 68 | ⚠ Anomaly | |
| 2 | China ! | 820 | 38,000 | 390 | ⚠ Anomaly | |
| 3 | USA ! | 390 | 42,000 | 580 | ⚠ Anomaly | |
| 4 | Singapore ! | 950 | 2,100 | 44 | ⚠ Anomaly | |
| 5 | Germany | 476 | 5,800 | 128 | ✓ Normal | |
| 6 | Japan ! | 451 | 6,100 | 112 | ⚠ Anomaly | |
| 7 | Sweden | 368 | 2,800 | 58 | ✓ Normal | |
| 8 | Denmark | 341 | 1,600 | 43 | ✓ Normal | |
| 9 | Norway | 298 | 1,900 | 41 | ✓ Normal | |
| 10 | Switzerland | 322 | 2,100 | 52 | ✓ Normal |
📡 Live Signals
SCRAPER⚠ Anomaly Feed
South Korea
Robot density: 1412 — Z-score > 1.8
Singapore
Robot density: 950 — Z-score > 1.8
China
Robot density: 820 — Z-score > 1.8
Japan
Robot density: 451 — Z-score > 1.8
UK
Robot density: 143 — Z-score > 1.8
USA
Robot density: 390 — Z-score > 1.8
Australia
Robot density: 197 — Z-score > 1.8
India
Robot density: 67 — Z-score > 1.8
Access the Raw Intelligence API
Structured JSON access to all country metrics, historical data, and live anomaly signals.
Free · Pro (daily refresh) · Enterprise (hourly refresh)
View Pricing →ℹ Methodology
Score Formula:
(RD × 0.45) + (AV/workforce_M × 0.10) + (AI × 0.45)
Robot Density (45%) · AV Fleet density (10%) · AI Centres (45%)
Anomaly Detection:
Z-score > 1.8 over 10-reading rolling window (requires ≥5 data points)
Data Update Cycle:
⏱ Free — weekly snapshot
🔄 Pro — daily refresh
⚡ Enterprise — hourly signal refresh
Full methodology →