Delivery quality
Traffic Quality
Indicative general-invalid-traffic (GIVT) rates per publisher, worst-first. An operator signal for review — never an automated enforcement input.
Indicative signal — general invalid traffic (GIVT) only: datacenter traffic and obvious bot user-agents. This is not fraud detection, not SIVT, and the served path is publicly forgeable. Never use it for automated punitive action — recourse is a human decision on corroborated evidence.
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