Meta's Training Crawler Requested Our llms.txt
A request matching Meta-ExternalAgent reached Klairia's llms.txt on August 19, 2026. It is the first crawler we have logged whose stated purpose includes AI model training.
Read postKlairia Blog
We write about what we learn while building Klairia and testing AI visibility strategies in real markets.
A request matching Meta-ExternalAgent reached Klairia's llms.txt on August 19, 2026. It is the first crawler we have logged whose stated purpose includes AI model training.
Read post
OpenAI's GPTBot fetched Klairia's llms.txt and llms-full.txt within eight seconds. Here is the evidence, what it means, and what it cannot prove.
Read postA Googlebot request to Klairia's short llms file shows why teams should measure both crawler discovery and downstream AI visibility.
Read postWhat one crawler request can teach teams about AI-readable website context, GEO instrumentation, and why publishing llms.txt is only the start.
Read postA practical methodology for measuring how AI assistants describe and recommend your brand: first-mention level, progressive prompting, model and language coverage, and weekly tracking.
Read post
A practical summary of Generative Engine Optimization today: the reliable foundations, the tactics with early evidence, and the clues brands should track next.
Read post