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Home > The Stack Overflow Podcast > Why Stack Overflow and Cloudflare launched a pay-per-crawl model
Podcast: The Stack Overflow Podcast
Episode:

Why Stack Overflow and Cloudflare launched a pay-per-crawl model
Category: Technology
Duration: 00:19:56
Publish Date: 2026-02-19 08:00:00
Description:

In this episode of Leaders of Code, Stack Overflow’s Janice Manningham and Josh Zhang sit down with Cloudflare VP Will Allen to discuss the innovative pay-per-crawl model co-launched by their organizations. They explore how the rise of AI has disrupted the traditional “open versus block” internet model, creating a need for platforms to protect their content and data from commercial exploitation while maintaining community access.


The discussion also:

  • Explores the future of the bot ecosystem, emphasizing the importance of putting publishers back in the driver’s seat to decide how their content is accessed and monetized.
  • Explains the technical implementation of the pay-per-crawl system, which uses Cloudflare’s bot categorization and WAF rules to serve a 402 “Payment Required” message to specific crawlers.
  • Highlights the strategic value of data licensing, comparing comprehensive enterprise contracts with the more flexible, programmatic pay-per-use access enabled by the new model.

Notes

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