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The AI Quality Crisis: Why Savvy Consumers Are Rejecting AI-Generated Content

Posted by Kim Moseman on July 15, 2026

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Following years of industry promotion and an arms-race approach to adoption, the hype around Generative AI (GenAI) is colliding with a pronounced reversal in consumer sentiment. When brands apply AI to customer-facing creative work, the reaction is increasingly negative.

Businesses have understandably rushed to adopt AI in video production for its speed and cost-efficiency. As the technology moves to the forefront, its use is increasingly obvious to consumers.

By prioritizing efficiency over substance, businesses have inadvertently created a quality crisis that positions human-produced content as a new premium. With authentic content now seen as a positive differentiator, how can brands align themselves to capture engagement without compromising efficiency?

To answer that question, we must first understand why brands find AI content so good — and why consumers disagree.

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