TypeScript control plane for filtering fraudulent or low-trust clicks before they pollute analytics, attribution, and paid-efficiency reporting.
Traffic quality is usually treated like a security problem after the damage is already in the dashboards. By then:
- paid campaigns look healthier than they really are
- attribution models start giving credit to synthetic demand
- affiliate and retargeting channels absorb spend without earning real pipeline
- Growth and RevOps teams make commercial decisions on dirty traffic
fraud-click-filter models the traffic-integrity layer early enough to protect revenue reporting before bad clicks become fake performance.
fraud-click-filter filters low-trust traffic before it contaminates attribution, CAC, paid-efficiency reporting, affiliate payouts, or lead scoring. The output is not just a blocked-click count; it is a revenue-trust lane that tells growth and RevOps teams which clicks should be allowed, challenged, or dropped.
A SaaS go-to-market analyst can use it to compare campaign source, click velocity, device risk, IP reputation, challenged sessions, dropped sessions, and spend at risk before making budget decisions. A SaaS value architect can use it to frame the commercial case: less paid spend wasted on synthetic demand, fewer false-positive channels, cleaner affiliate economics, and more reliable pipeline attribution.
Technically, the repo exposes filter-lane events, traffic rules, threat signals, JSON endpoints, prerendered pages, screenshots, and verification notes without requiring production ad-platform credentials. The common Kinetic Gain pattern is converting hidden operating drag into named evidence, scored pressure, owner-readable decisions, and a concise executive story.
//filter-lane/threat-signals/verification/docs
/api/dashboard/summary/api/filter-lane/api/rules/api/threat-signals/api/verification/api/sample
cd fraud-click-filter
npm install
npm run devOpen:
- http://127.0.0.1:5262/
- http://127.0.0.1:5262/filter-lane
- http://127.0.0.1:5262/threat-signals
- http://127.0.0.1:5262/verification
- http://127.0.0.1:5262/docs
npm run prerendernpm run buildnpm run testnpm run demonpm run smokenpm run render:assets