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Selling Certification, Content Moderation, and Attention

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  • Heski Bar-Isaac
  • Rahul Deb
  • Matthew Mitchell

Abstract

We introduce a model of content moderation for sale, where a platform can channel attention in two ways: direct steering that makes content visible to consumers and certification that controls what consumers know about the content. The platform optimally price discriminates using both instruments. Content from higher willingness-to-pay providers enjoys higher quality certification and more views. The platform cross-subsidizes content: the same certificate is assigned to content from low willingness-to-pay providers that appeals to consumers and content from higher willingness-to-pay providers that does not. Cross-subsidization can benefit consumers by making content more diverse; regulation enforcing accurate certification may be harmful.

Suggested Citation

  • Heski Bar-Isaac & Rahul Deb & Matthew Mitchell, 2025. "Selling Certification, Content Moderation, and Attention," Papers 2506.12604, arXiv.org.
  • Handle: RePEc:arx:papers:2506.12604
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