☁️ Cloud & Infrastructure

[Cloudflare] Redirects for AI Training: Canonicals Become 301s

What if your deprecated docs are poisoning AI models? Cloudflare just flipped canonical tags into hard redirects for training bots— a sly fix to a sneaky problem.

Cloudflare dashboard showing AI crawler redirects enforcing canonical URLs

⚡ Key Takeaways

  • Canonical tags become automatic 301 redirects for verified AI training crawlers, ignoring deprecation banners that bots treat as content. 𝕏
  • Cloudflare Radar now tracks AI response codes (2xx/3xx/etc.) across web traffic, revealing enforcement gaps. 𝕏
  • Scales better than manual rules—no UA tracking or path-by-path config needed. 𝕏
  • Unique insight: Mirrors early web hotlink wars, giving content owners prescriptive control over AI data diets. 𝕏
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Originally reported by Cloudflare Blog

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