Which Yahoo Native (DSP / Gemini) publishers send real traffic?

When a disproportionate share of low-quality clicks concentrates in one or a handful of ad groups, it usually reflects publisher sub-source quality rather than a creative or targeting problem. Cutting the ValidVisit report by Ad Group ID ({adgroupid}) alongside the ${CC} click ID surfaces which groups are serving inflated-traffic inventory, giving you a direct path to bid reduction or exclusion inside Yahoo DSP.

In-feed readers arrive from residential ISPs and mobile carriers. A sustained pattern of clicks tracing back to cloud hosting or server-farm infrastructure — even when spread across a range of IP addresses — points to automated traffic generation rather than genuine readers scrolling a content feed. The origin of a click is one of the many inputs folded into ValidVisit's quality score, so you can weigh this dimension alongside campaign-level performance data.

Yahoo Native's distributed publisher network is a target for automation that dresses itself up as an ordinary browser. When a session's network, device, and behavioral signals fail to add up the way a real reader's would — for instance when the true origin looks deliberately masked behind proxies or VPNs — it lands at the low end of the 0-100 score. Those scores are correlated with the ${CC} click ID so each flagged session maps back to an identifiable ad group and campaign.

Bot-generated and incentivized clicks from content-feed arbitrage publishers share a characteristic pattern: no scroll, no secondary navigation, no meaningful dwell. Tracking this against the ValidVisit quality score per Campaign ID ({campaignid}) and Ad Group ID ({adgroupid}) lets you identify problem placements before conversion data accumulates — and long before that data misleads your DSP's optimization signals.