How We Use AI for Every Article Without Making AI Slop

Ahrefs Blog· by Si Quan Ong ·2026-08-28

— The SEO Cover · Daily Brief · Aug 29, 2026

On "How We Use AI for Every Article Without Making AI Slop"

Building a 6-to-12-minute article pipeline and then choosing restraint is the opposite of a confession—it's a flex that happens to land honestly. The real insight isn't that AI can produce slop at scale; it's that volume capacity and editorial discipline are now separable decisions, which flips how we should think about content strategy. For most teams, this means the bottleneck was never AI capability but rather the courage to actually use it without immediately panic-publishing everything. The catch: you need the expertise to know what not to run, which is exactly what separates Ahrefs from the pile of AI-generated garbage flooding search.

From the source: Yes, every one. We have even built a Letaido pipeline that can research, outline, draft, and fact-check a nearly publish-ready article in six to twelve minutes. In theory, it could produce tens of thousands of articles. (It could… but that’s …

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