Dries Buytaert Proposes Content Licensing Marketplace for AI Training Data

Dries Buytaert calls for the creation of content licensing marketplaces to ensure that AI companies fairly compensate creators for training data. He envisions a platform combining stock-photo licensing models with programmatic pricing, enabling creators of all sizes to set terms and receive automated payments when their work is used by AI firms.

Such a marketplace would function like Shutterstock, where contributors upload content and define licensing conditions. Automated systems would handle pricing and transactions, similar to how Google Ads places and prices advertisements at scale. Creators would no longer face unrestricted scraping or manual negotiations, and AI companies would secure legal, high-quality training data.

Dries frames this proposal against the “AI extraction problem,” where models train on scraped web content and deliver direct answers without directing users back to original sites. Anthropic’s crawler reportedly makes 70,000 website requests for every visitor it returns, and Stack Overflow has seen daily active users fall by 25 to 50 percent as developers turn to AI assistants. Independent bloggers and news outlets report declining ad revenue due to zero-click queries that bypass site traffic entirely.

Cloudflare’s recent move to block AI crawlers by default marks a shift from voluntary web standards toward technical enforcement. Handling around 20 percent of global traffic, Cloudflare now allows site owners to restrict access and negotiate compensation. High-profile licensing deals such as Reddit’s reported $60 million annual agreement with Google demonstrate the potential value of properly licensed content.

Sustainable growth of the Open Web depends on economic systems that reward the people and organizations behind its content. Collaboration between AI firms and content creators, enabled by licensing marketplaces, could restore balance and support continued innovation.

More information is available at https://dri.es/the-webs-broken-deal-with-ai-companies