Ad Transparency & Supply Chain
Bot Traffic in Native Ads: A Practical Detection Guide
Bot traffic doesn't spread evenly across a native campaign — it concentrates in a handful of placements. Here are the placement-level red flags, a weekly detection workflow, and the campaign structure that keeps invalid clicks from mattering.