Surprise is Information.
See patterns in the noise;
Know what's truly new.
How It Works
See what unusual looks like. Our AI continuously analyzes thousands of news articles and flags the outliers.
Top Anomalies
AI Detection
Algorithms flag the 5% of articles that are semantically unusual
Real-Time Signals
Updates every 60 seconds with new market-moving news
Early Warning
Catch unusual stories before they trend on social media
The Evidence
We analyzed 49,501 articles over 14 months and found statistically significant patterns. Our flagged articles precede measurably different market behavior.
Volatility Signal
Markets show 21-26% higher volatility in the 60 minutes following anomalous news. Consistent across all time windows.
Return Patterns
Anomalous articles precede 10x larger price movements on average at 60-minute horizon (5.58 bps vs 0.50 bps).
Distribution Differences
Return distributions are structurally different from normal news (Kolmogorov-Smirnov test across all windows).
Built for Traders. Useful for Many.
Our anomaly detection started with traders in mind, but the same signal powers use cases across journalism, research, and competitive intelligence.
Active Traders
Volatility Detection
Get real-time alerts on news that historically preceded 26% higher volatility and 10x larger price movements within 60 minutes.
Day Traders
Early Signal Detection
Spot unusual market news before everyone else. Know which stocks are about to see increased volatility in the next hour.
Content Creators
Trend Discovery
Find emerging stories before they trend. Create content about unusual market narratives ahead of the mainstream.
Journalists
Story Angle Discovery
Find semantically unusual articles = underreported narratives. Discover stories before they trend.
Researchers
Dataset Access
Study information diffusion and market microstructure. Access to validated dataset for peer-reviewed research.
Competitive Intelligence
Early Warning System
Monitor unusual activity around competitors, suppliers, partners. Detect emerging threats before they're widely known.
Don't see your use case? Try the dashboard and discover how it applies to you.
Start Using EdgeKase Today
Free tier available now. Get real-time alerts on market-moving news.
Free tier available now • Standard ($20) & Pro ($50) launching soon