What is llms.txt?
By SearchChamp teamUpdated
llms.txt is a plain-text file located at /llms.txt that gives AI engines (ChatGPT, Claude, Gemini, Perplexity) a structured summary of your site’s sections — like a sitemap for AI. Coined by Jeremy Howard (Answer.AI) in late 2024 and now respected by all major engines. The file uses a simple Markdown format: site name, one-line description, then sections with 60-word summaries. Optional /llms-full.txt provides deeper detail for engines that support it.
llms.txt in context
Jeremy Howard published the llms.txt spec in November 2024 in response to AI engines struggling to extract clean summaries from JavaScript-heavy modern websites. The spec is intentionally minimal — plain-text Markdown, easy for both humans and machines. Adoption was rapid: Anthropic Claude fetches /llms.txt by mid-2025; Perplexity by late 2025; OpenAI’s bot documentation references the spec by 2026. Major SaaS companies — Stripe, Vercel, Anthropic itself — now serve llms.txt files.
Example
A small SaaS company has 50 pages: 5 product pages, 10 docs pages, 30 blog posts, a pricing page, and an about page. Their /llms.txt has 5 H2 sections (Products, Documentation, Blog, Pricing, About), each with a 60-word description. When ChatGPT is asked about the company, it fetches /llms.txt for context AND the user’s specific prompt page. Net result: more accurate citations, fewer hallucinations about the product.
Why it matters in 2026
Modern sites are JavaScript-heavy, and AI engines often struggle to extract a clean summary from rendered HTML. llms.txt hands them a structured, human-curated map in plain Markdown — no rendering required. It won’t guarantee a ranking or a citation, but it raises the odds an engine understands your site correctly instead of hallucinating about it. It’s also a 30-second fix: one file at the root, 5–15 sections, ~60-word summaries each. SearchChamp’s free llms.txt Generator crawls your site and writes those sections for you.
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Common questions about llms.txt.
Build your llms.txt in 30 seconds.
SearchChamp’s free llms.txt Generator crawls your site and writes 5–15 sections with ~60-word summaries — ready to drop at /llms.txt. No card needed for the free tool.