The brief outlines HUMAN’s Ad Quality Defense for Publishers, which enables proactive removal of low-quality or non-compliant ads before they enter the bidding process. It safeguards inventory by detecting NSFW content, policy violations, and misclassified ads through advanced creative and landing page scanning. Publishers can set custom standards across partners, ensuring high-quality, brand-safe ad environments. Integrated via a simple JavaScript tag, it filters unwanted ads pre-bid without affecting revenue. HUMAN’s system analyzes 2,500 signals in milliseconds, offering real-time precision, scalability, and superior ad quality protection.

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