Built for humans.Readable for AI agents.

agent-native.site turns your existing website into a clean, structured version for AI agents like ChatGPT, Claude or Perplexity - with JSON-LD, Markdown and a llms.txt-Index. Your users see your unaltered website.

AGENT-NATIVE - Turn any site into a agent-native version | Product Hunt

Same contents, just machine readable. Canonical still points to your original site.

One page, two views.

The same content, presented differently for two different audiences. People see your design; agents see structure.

Detects AI-agents

Based on the user agent, bots automatically receive the structured version. Your human visitors will continue to see your usual theme.

Clean & structured

Clean HTML with JSON-LD and one Markdown version per page - just the content, without the navigation and layout clutter that a model discards anyway.

Visible to agents

llms.txt and llms-full.txt as machine readable index of your content -  plus predefined server rules that direct agents there.

Two ways, the same idea.

It depends on what your website runs on.

WordPress-Plugin

Runtime

For WordPress sites. Detects agents immediately upon request and dynamically delivers the structured version - including llms.txt, JSON-LD, rate limiting, and an access log with CSV export.

Download Plugin

Web-Tool

Static sites

For static websites. Upload the ZIP file of your site - the tool builds the agent-native version and returns a finished ZIP file along with the server configuration. It runs entirely in the browser; your files are not uploaded.

Use web tool

No cloaking tricks.

The agent version displays the same content as your original page, but in a format that machines can easily read. The canonical tag always points to the human-readable URL - it’s not a “shadow page” designed to manipulate rankings.

And let's be honest: User-agent detection can be spoofed and is never foolproof. agent-native.site is a solid “best-effort” approach, not an impenetrable fortress.

Frequently asked questions

Everything you need to know about making your site readable for AI agents.

What is an llms.txt file?

llms.txt is an emerging standard - think robots.txt, but for AI. It's a Markdown index that tells AI agents like ChatGPT, Claude and Perplexity what your site is about and points them to your most important pages, so they can read and cite you accurately. Agent-Native generates it (plus llms-full.txt) for you automatically.

How does Agent-Native make my website readable for AI agents?

When a known AI agent requests a page, Agent-Native serves a clean, structured version of the same content - semantic HTML with JSON-LD and a Markdown version - without the navigation, scripts and layout clutter a model discards anyway. Your human visitors keep seeing your normal design.

Is this cloaking? Will it hurt my SEO?

No. The agent version shows the same content as your original page, just in a machine-readable format, and the canonical tag always points back to the human-readable URL. It's a faithful representation of your content, not a shadow page built to manipulate rankings.

Do I need WordPress to use Agent-Native?

No. There are two ways to use it: a WordPress plugin that detects agents at request time and serves the structured version dynamically, or a browser-based web tool for static sites - upload your site's ZIP and get back an agent-native version plus the server configuration. Your files never leave your browser.

Which AI agents and crawlers are supported?

Agent-Native detects common AI crawlers such as ChatGPT (GPTBot), Claude (ClaudeBot), Perplexity and other LLM agents by their user agent. Detection is a best-effort approach - user agents can be spoofed - but it covers the major agents that read the web today.