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ARCHITECTURE
How it's built.
Humans, bots, and agents on your site — visible, separated, explained.
Traffic isn't just "users" any more. Bots crawl. Other AI agents browse, click, and act. Treating the three populations as one stream gives you funnel numbers that hide the truth — and product decisions made on hidden truth.
An event pipeline on ClickHouse for scale, a classifier that separates the three populations (humans, bots, agents), and an agent layer on top that answers "where do they engage" and "where do they stop" in plain language — with the SQL it ran shown for review.
Events queryable sub-second
Populations cleanly separated
Queries shown for review
Tell us what you're trying to ship. A real engineer replies — no pitch.