outsurface

OutSurface Agent View creates a parallel, lightweight version of your entire website specifically optimized for AI agents and LLM-based automation tools.
Why? Modern websites are built for humans — heavy CSS, JavaScript, images, and visual complexity cost AI agents many tokens to parse, slow down navigation, and make it hard to identify actionable elements. OutSurface Agent View solves this.
Features:
<ul>
<li>Agent-optimized pages at <code>/agent-view/*</code> — same content, no visual overhead</li>
<li>WPBakery, Elementor & Gutenberg — all editor markup stripped, pure content only</li>
<li>Full navigation with submenus — mirrors your WordPress menus hierarchically</li>
<li>Actions prominently displayed — agents can see exactly what they can do on each page</li>
<li>WooCommerce support — Shop, Product (with variants), Cart, Checkout, My Account all agent-ready</li>
<li>Add-to-cart URLs — agents can add products to cart via direct GET links, no forms needed</li>
<li>llm.txt — full site content as plain text at <code>/llm.txt</code> following the llms.txt convention</li>
<li>data.json — complete structured site data at <code>/agent-view/data.json</code></li>
<li>Invisible discovery nav — every human page includes meta tags and HTTP headers so agents can find the agent view</li>
<li>OutSurface account — optional license connection to verify your installation</li>
<li>Debug mode — makes the agent nav visible for your own testing</li>
<li>Description box — tell agents what your site does and what they can accomplish</li>
<li>Low token cost — monospaced, structured, no decorative content</li>
</ul>

OutSurface Agent View

Creates an AI-agent-optimized view of your WordPress site at /agent-view/ — plain text, clear actions, minimal tokens, WooCommerce ready.

Mescio

Mescio for Agents makes your WordPress site AI-ready by silently serving posts, pages and WooCommerce products as clean, structured Markdown to any AI agent or LLM pipeline that requests it — using the standard HTTP <code>Accept: text/markdown</code> content negotiation header.
Human visitors using a browser are completely unaffected. Mescio for Agents only activates when an AI agent or crawler explicitly asks for Markdown.
<h4>Why Markdown?</h4>
Feeding raw HTML to an AI is expensive and noisy. A heading like <code>## About Us</code> costs ~3 tokens in Markdown vs 12–15 tokens as HTML — before accounting for <code><div></code> wrappers, navigation bars and script tags that carry zero semantic value. This blog post you are reading takes 16,180 tokens in HTML and 3,150 tokens in Markdown. That is an 80% reduction.
Markdown has become the lingua franca for AI systems. Mescio for Agents lets your site speak it natively, at zero cost to your human visitors.
<h4>How it works</h4>
When an HTTP client sends a request with <code>Accept: text/markdown</code>, Mescio for Agents intercepts the WordPress request lifecycle before any template is rendered, converts the post content to clean Markdown, and returns it with the correct <code>Content-Type: text/markdown</code> header.
<pre><code>curl https://yoursite.com/your-post/ \
 -H "Accept: text/markdown"
</code></pre>
<h4>Features</h4>
<ul>
<li>Zero configuration — works out of the box on any singular post, page or custom post type</li>
<li><code>/llms.txt</code> endpoint — auto-generated index of all your content in the <a href="https://llmstxt.org" rel="nofollow ugc">llmstxt.org</a> standard format, so AI agents can discover what’s on your site</li>
<li><code>/llms-full.txt</code> endpoint — full site content in a single Markdown file, ready for RAG pipelines</li>
<li>WooCommerce support — product pages include price, SKU, stock status, rating, attributes and gallery; products are grouped by category in <code>llms.txt</code></li>
<li>YAML front matter — every document includes structured metadata (title, description, URL, date, categories, tags, featured image)</li>
<li>Multilingual — detects language via WPML, Polylang, TranslatePress or WordPress locale; emits <code>Content-Language</code> and <code>Link: rel=alternate</code> headers</li>
<li>REST API endpoint — <code>/wp-json/mescio-for-agents/v1/markdown?id=<post_id></code> or <code>?url=<permalink></code></li>
<li>Page builder cleanup — aggressively strips Elementor, Divi, WPBakery and Beaver Builder layout noise</li>
<li>Token count header — <code>X-Markdown-Tokens</code> tells AI pipelines how large the document is before processing</li>
<li>Content Signals — emits <code>Content-Signal: ai-train=yes, search=yes, ai-input=yes</code></li>
<li>Correct HTTP caching — <code>Vary: Accept</code> ensures CDNs cache HTML and Markdown versions separately</li>
</ul>
<h4>Response headers</h4>
<ul>
<li><code>Content-Type: text/markdown; charset=utf-8</code></li>
<li><code>Content-Language: it</code> (or detected language)</li>
<li><code>Vary: Accept</code></li>
<li><code>X-Markdown-Tokens: 725</code></li>
<li><code>Content-Signal: ai-train=yes, search=yes, ai-input=yes</code></li>
<li><code>Link: <url>; rel="alternate"; hreflang="en"</code> (when translations available)</li>
</ul>
<h4>Multilingual plugin support</h4>
<ul>
<li>WPML — reads language and available translations automatically</li>
<li>Polylang — reads language and links to translated post IDs</li>
<li>TranslatePress — reads <code>trp_language</code> post meta</li>
<li>Manual — configure primary language and additional languages in Settings → Mescio for Agents</li>
</ul>
<h4>REST API</h4>
<pre><code>GET /wp-json/mescio-for-agents/v1/markdown?id=42
GET /wp-json/mescio-for-agents/v1/markdown?url=https://yoursite.com/my-page/
</code></pre>
<h4>Developer hooks</h4>
Filter: <code>mescio_enabled_post_types</code> — add or remove post types dynamically.
Filter: <code>mescio_pre_convert_content</code> — modify the HTML before conversion to Markdown.
Filter: <code>mescio_post_convert_content</code> — modify the Markdown after conversion.
<h4>Privacy</h4>
This plugin does not collect, store or transmit any personal data. It does not set cookies. It does not make external HTTP requests.

Mescio for Agents

Mescio for Agents serves your WordPress content as clean Markdown to AI agents and GPT crawlers. Human visitors never notice a thing.

OutSurface Agent View vs Mescio for Agents