TAG, ANA, Fiducia Study Finds AI Slop Accounts for Up to 2.4% of Open Web Programmatic Ad Spend


Summary

The digital advertising industry is facing a growing challenge from "AI slop"—low-value, mass-produced AI-generated content designed primarily to generate ad revenue rather than provide meaningful value. According to Q1 2026 data from the ANA Programmatic Transparency Benchmark, AI slop accounts for 1.3–2.4% of open web programmatic ad spend, comparable to the industry's exposure to made-for-advertising (MFA) sites.

Despite its poor quality, AI slop often appears attractive to advertisers by delivering strong traditional performance metrics, such as high viewability, low invalid traffic, and higher CPMs. The report argues that the issue is content quality, not AI itself, and calls for advertisers to adopt stronger content quality controls, curate supply paths, and support trusted publishers through emerging certification standards that distinguish responsible AI use from low-value content.

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