llms.txt

Retro newsprint illustration of scattered data charts and a blank text file, representing the SE Ranking study finding llms.txt has zero impact on AI visibility

300,000 Domains Tested llms.txt. It Does Nothing for AI Visibility.

The premise behind llms.txt was straightforward: give AI models a structured file that explains what your site is about, and they'll cite you more often. It's a clean idea. Intuitive, even. It arrived in the SEO world with the kind of momentum that usually means

Blueprint-style diagram showing llms.txt file connected to search rankings chart and AI neural network, with a magnifying glass scanning domain data overlaid on static noise pattern

300,000 Domains Tested llms.txt. It Does Nothing for AI Visibility.

The premise behind llms.txt was straightforward: give AI models a structured file that explains what your site is about, and they'll cite you more often. It's a clean idea. Intuitive, even. It arrived in the SEO world with the kind of momentum that usually means