From Manual Tracking to
Automated Revenue Attribution

Affiliate marketers were building campaigns on instinct. They'd create links manually, check dashboards by hand, and try to guess which campaigns drove revenue — often days after the fact. By then, the window to act was gone.

The tools they had were built for sharing links, not tracking what those links produced. Click counts were inflated by bots. UTM data was scattered across platforms. There was no single view of which link, in which campaign, on which channel, had actually driven a conversion.

We built Znap as an automated attribution pipeline. Short links resolve at the edge in under 5 milliseconds — no cold starts, no database round-trip on a hit. The moment someone clicks, the event fires asynchronously: geolocation, device, browser, OS, referrer, and full UTM breakdown captured without slowing the redirect.

Before any click reaches the analytics layer, it runs through 106+ user-agent patterns and 500+ known bot IP ranges. Facebook and ByteDance subnets are filtered separately. What's left in the dashboard is clean — only real humans, every time.

The platform is fully multi-tenant: workspaces, roles, team invitations, and per-workspace analytics. Visitors can shorten links before signing up, and a claim flow pulls those links into their workspace after — respecting plan limits automatically.

Marketers now see exactly which campaigns are working, in real time, without manually assembling a report. The attribution that used to take days of cross-referencing happens automatically on every click.