This study analyzed anonymized server log data from 12 content websites (niches: tech, lifestyle, finance) over six months (October 2025 – March 2026). Key metrics included:
In the context of AdSense, "bots" are almost synonymous with . Google maintains a zero-tolerance policy for intentional fraud, but acknowledges that accidental bot traffic happens. Their system is designed to filter out this traffic so advertisers are not charged, and publishers are not credited for invalid interactions. bot adsense
Google AdSense operates on a Cost-Per-Click (CPC) and Cost-Per-Impression (CPM) model. Advertisers pay only when a user interacts with an ad. This study analyzed anonymized server log data from
Use tools like Google Analytics to spot suspicious traffic spikes. bot adsense