Find abuse networks in your data
Stop flagging bad actors one at a time.
Detect fraud, scams, coordinated abuse, and repeat offenders at scale by connecting the dots across your entire platform.
Ingest petabytes of data
Connect to any data source and ingest billions of events in real-time. SafetyKit automatically processes, normalizes, and indexes your data for instant pattern detection.
Visualize patterns
Explore interactive network graphs that reveal hidden connections. Identify coordinated abuse, fraud rings, and repeat offenders across your entire platform.
Learn about clustering →Write rules
Define your risk policies with simple, readable rules. Flag bad actors, send for human review, or take automated action based on your exact requirements.
Spam Profile
Take action
Execute coordinated takedowns across entire abuse networks. Remove bad actors at scale, not one at a time, and prevent them from returning to your platform.
See how SafetyKit prevents fraud →Integrations on demand
Flexible deployment to fit your existing infrastructure.
Real-time
Detect and action abuse networks as events happen. Integrate with webhooks, streaming APIs, and event buses.
Batch
Run scheduled analyses on your existing data. Perfect for periodic audits and historical pattern detection.
Data Lake
Connect directly to BigQuery, Snowflake, Postgres, and more to uncover sophisticated fraud rings.
