Learn about AI discoverability and llms.txt best practices.
Jeremy Howard shipped llms.txt v2 on August 10, 2026, the first revision since 2024. Here's every change, why it happened, and the two lines you can add today to make your site agent-readable.
Read articlellms.txt is not a Google ranking signal, and Google has confirmed it doesn't use it. Here's what the file actually does, who benefits, and how to think about it honestly.
Read articleGoogle says it doesn't use llms.txt — so is the file pointless? Here's a balanced look at who actually benefits, who can skip it, and how to decide for your own site.
Read articleA practical checklist for validating your llms.txt before it goes live: structure, title, summary, links, descriptions, file size, and llms-full.txt. Includes a free validator.
Read articlellms.txt, sitemap.xml, and robots.txt are three different files for three different jobs. Here's what each one does, who reads it, and why llms.txt doesn't replace the others.
Read articlellms.txt isn't for every site. Here are the situations where it genuinely helps — documentation, APIs, SaaS, content-heavy sites, and agent workflows — and where to skip it.
Read articleThe LLMGenerator MCP Server brings llms.txt generation into your AI workflow. Generate, inspect, and validate llms.txt files without leaving Claude or Cursor — in three lines of config.
Read articleSEO, GEO, AEO, and LLMO aren't competing strategies — they're four layers of the same visibility game. Learn how to combine them into a unified framework that wins across every channel where your audience searches.
Read articleLearn how to connect your llms.txt or llms-full.txt file to Model Context Protocol (MCP) servers so AI assistants like Claude and Cursor can answer questions about your product in real time.
Read articleGet the latest news on AI discoverability, llms.txt updates, and product announcements straight to your inbox.