
llms.txt Explained: What It Does and Who Actually Reads It
llms.txt explained: what the spec actually does, what it cannot do, and which tools really fetch it. Plus Google's stated position and a log check to run.
Getting cited by AI answer engines. Covers Generative Engine Optimization, Answer Engine Optimization and AI Overviews: how ChatGPT, Claude, Perplexity and Gemini choose sources, what makes a passage quotable, and how to structure content so it is picked up.

llms.txt explained: what the spec actually does, what it cannot do, and which tools really fetch it. Plus Google's stated position and a log check to run.

Brand mentions vs backlinks in AI search: what the Ahrefs and Seer citation studies measured, the ratio error in the coverage, and what follows.

AI answer engine retrieval works on chunks, not whole pages. See how chunking, embedding and reranking decide which passage of yours gets quoted.

How AI assistants pick sources differs by engine. Compare the retrieval, selection and citation pipelines behind ChatGPT, Claude, Perplexity and Gemini.









