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Moment

Low-Quality Content Scores Better Than Real Content

2026年11月12日 1 分钟阅读

Generated filler beats premium inventory on the exact metrics media buyers use to trust it.

The Video Advertising Bureau estimates that as much as $1 billion of US programmatic ad spend goes to AI-generated low-quality content, extrapolating from ANA, TAG and Fiducia research finding 1.3% to 2.4% of first-quarter 2026 open-web programmatic spend landing there, applied to a $40.78 billion US programmatic display market. The uncomfortable finding is that the slop performs better on the standard checks: 77.2% viewability against 74.9% for conventional content, 0.05% invalid traffic against 0.32%, and a true cost per thousand of $7.08 against $6.15. Existing verification systems graded more than 70% of it as premium inventory, which means brand safety has become a measurable budget leak rather than a reputational abstraction.

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