How to make website content readable for AI agents
Agent-readable content is public website content that can be fetched, parsed, summarized, and connected to tasks without requiring an agent to infer meaning from screenshots or brittle client-side state.
Avoid JS-only content
Core public copy should be present in the initial HTML or available through a stable public alternative. Agents can use browsers, but a basic fetch should still reveal what the page is about, what the product does, and where important links point.
Use /llms.txt as a curated map
/llms.txt should summarize the public URLs that matter most to agents: products, docs, pricing, policies, integrations, and safe action paths. Keep it curated instead of mirroring every URL from sitemap.xml.
# /llms.txt # A concise map for AI agents. [products] - /products - /pricing [docs] - /docs - /docs/api [actions] - /contact-sales - /demo
Offer markdown where it helps
Documentation, guides, help articles, and changelogs often benefit from markdown-friendly versions or content negotiation. Markdown is not mandatory for every page, but it reduces parsing noise on long-form instructional content.
Use headings and semantics
Readable headings, landmarks, lists, tables, and form labels help agents identify the main topic, compare options, and extract requirements. Good semantics also make the same page more usable for assistive technology and search crawlers.
Keep facts consistent
Agent readability breaks when pricing, policies, product names, schema, and /llms.txt disagree. Review public agent-facing files whenever key pages change, especially after launches, plan updates, policy changes, or docs migrations.
Do not hide the primary explanation behind animations, tabs, or post-load widgets without a crawlable fallback. Agents should not need a perfect browser session just to learn what the page says.
- Does every page need a markdown version?
- No. Markdown is most useful for docs, guides, changelogs, and dense support content. For many pages, semantic HTML with visible public copy is enough.
- How can I tell if content is agent-readable?
- Start by checking whether a basic fetch returns the core explanation, headings, links, and requirements without relying on screenshots, hidden widgets, or late client-side rendering.
- Should /llms.txt duplicate full page content?
- No. It should summarize and link to important public pages. Keep the detailed content on canonical pages and use /llms.txt as a curated map.