🗺 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 ! | 1220 | 3,200 | 19 | ⚠ Anomaly | |
| 2 | Singapore ! | 818 | 2,100 | 7 | ⚠ Anomaly | |
| 3 | Japan | 446 | 6,100 | 44 | ✓ Normal | |
| 4 | Germany ! | 449 | 5,800 | 41 | ⚠ Anomaly | |
| 5 | USA | 307 | 42,000 | 161 | ✓ Normal | |
| 6 | Denmark | 329 | 1,600 | 1 | ✓ Normal | |
| 7 | Sweden ! | 377 | 2,800 | 9 | ⚠ Anomaly | |
| 8 | Taiwan | 302 | 1,400 | 11 | ✓ Normal | |
| 9 | Norway | 298 | 1,900 | 8 | ✓ Normal | |
| 10 | Switzerland | 294 | 2,100 | 3 | ✓ Normal |
📡 Live Signals
SCRAPER⚠ Anomaly Feed
South Korea
Robot density: 1220 — Z-score > 1.8
Singapore
Robot density: 818 — Z-score > 1.8
Germany
Robot density: 449 — Z-score > 1.8
Sweden
Robot density: 377 — Z-score > 1.8
France
Robot density: 195 — Z-score > 1.8
Canada
Robot density: 241 — Z-score > 1.8
Australia
Robot density: 197 — 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_IFR × (1 + 0.15 × signal momentum)
Measured IFR robot density, adjusted ±15% by 30-day live automation-news momentum
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 →