Every event is automatically enriched with geo, device, session, domain, and bot data. No config. No third-party APIs. Just richer data in your warehouse.
Each engine runs at the edge before your data hits storage. Every field is added automatically — no API keys, no config files, no extra cost.
Resolve IP addresses to country, city, region, ISP, and timezone. MaxMind-grade accuracy updated weekly.
Parse User-Agent strings into device type, browser, OS, and version. Covers 99%+ of known agents.
Link anonymous page views into user sessions. Detect new vs returning, session duration, and page depth.
Classify referring domains into categories. Identify company, industry, and traffic source.
Filter bots, crawlers, and scrapers from your analytics. Detect headless browsers and known bot signatures.
Send raw events. Get enriched Parquet files. Five engines run automatically on every event at no extra cost.