Understanding Moderator-Traffic Detection

Advertising platforms may use automated fetches, instrumented browsers, manual review, third-party systems, or combinations of them. The same campaign URL can also be opened by ordinary visitors, internal QA, preview tools, and security scanners.

Network ownership, geography, device context, referrer, browser capabilities, timing, and previous observations can contribute evidence. A single address range or user-agent string cannot conclusively label the person or process behind a visit.

Reserve deterministic actions for explicit campaign boundaries or thoroughly validated cases, then use conservative handling for conflicting evidence. Store the contributing reasons so the team can understand why an event crossed a threshold.

A false positive may divert a legitimate prospect, while a false negative may expose a destination outside the intended policy. Evaluate both error types against campaign requirements instead of optimizing only for the number of flagged visits.

Detection does not override advertising terms, consumer-protection rules, privacy requirements, or other applicable obligations. Owners should approve the routing purpose, data retention, rule sources, and review schedule before the flow carries production traffic.