Fran Barbero

<p><strong>The AI era has a problem: ChatGPT, Claude, and Perplexity are making up facts about your brand.</strong></p>
<p>They crawl your raw HTML — a format built for humans — and hallucinate the gaps. Traditional SEO<br />
cannot fix this. A static sitemap cannot fix this. LLM Override fixes this.</p>
<p><strong>LLM Override</strong> is a Machine-to-Machine (M2M) interception engine for WordPress. It speaks the<br />
language AI crawlers actually understand: clean, structured Markdown with semantic context — served<br />
in real time, directly from your site, without modifying a single page.</p>
<h3>How AI systems read your content</h3>
<p>Most AI tools for WordPress generate a list of URLs. That tells an AI crawler <em>where</em> your content<br />
is. LLM Override tells AI crawlers <em>what your content means</em> — making your brand accurately<br />
represented across AI-powered search engines.</p>
<p>When a bot visits your page, LLM Override intercepts the request before WordPress renders any HTML,<br />
and responds with a structured Markdown payload containing:</p>
<ul>
<li>Your content, cleaned of scripts, ads, and UI noise</li>
<li>A YAML frontmatter block with your canonical title, URL, and last-updated timestamp</li>
<li>Your <strong>Site Manifest</strong> — verifiable organization facts included in your /llms.txt</li>
</ul>
<p>This is Generative Engine Optimization (GEO): making your content accessible and accurately represented to AI systems.</p>
<h3>How it works</h3>
<ol>
<li>LLM Override adds a <code><link rel="alternate" type="text/markdown"></code> tag into your page <code><head></code>.</li>
<li>An AI crawler discovers this link and follows it — that’s the standard Content Negotiation protocol.</li>
<li>It appends <code>?view=raw</code> to your URL and sends the request.</li>
<li>LLM Override intercepts at the WordPress routing layer — no HTML is rendered, no theme loads.</li>
<li>The crawler receives clean, semantic Markdown. Accurate content. No hallucinations.</li>
</ol>
<p>Your human visitors never see any of this. Their experience is unchanged.</p>
<h3>Core Features (Free)</h3>
<p><strong>M2M Interception Engine</strong><br />
✅ Intercepts AI bot requests via <code>?view=raw</code> — works on any page, any post type<br />
✅ Converts HTML to clean Markdown using <code>league/html-to-markdown</code><br />
✅ Strips <code><script></code>, <code><style></code>, <code><iframe></code>, and empty elements before conversion<br />
✅ Disables page caching (WP Rocket, LiteSpeed, W3TC, Cloudflare) for M2M requests to guarantee fresh content<br />
✅ Adds <code>X-Robots-Tag: noindex</code> to Markdown responses to prevent duplicate content flags<br />
✅ Adds <code>X-Content-Processing</code> transparency header declaring conversion method and source<br />
✅ Adds YAML frontmatter: title, canonical URL, last modified date, plugin version</p>
<p><strong>Content Rules</strong><br />
✅ <strong>Site Manifest</strong> — provide verifiable organization facts in your /llms.txt site manifest</p>
<p><strong>llms.txt Standard Compliance</strong><br />
✅ Dynamic <code>/llms.txt</code> endpoint — always current, zero static files, works on any hosting<br />
✅ Extended <code>/llms-full.txt</code> endpoint — includes content snippets for deeper AI context<br />
✅ Semantic Blockquote — select a global context page via UI to auto-generate the site manifest<br />
✅ Link Grouping — automatically categorizes links by post type (Pages, Optional, etc.) per llmstxt.org specs<br />
✅ Both endpoints automatically respect <code>noindex</code> rules from Yoast SEO, Rank Math, SEOPress, and AIOSEO<br />
✅ Announces <code>/llms.txt</code> in your <code>robots.txt</code> for passive bot discovery<br />
✅ <code><link rel="alternate" type="text/markdown"></code> auto-injected into every page <code><head></code></p>
<p><strong>Precision Control</strong><br />
✅ Native WordPress metabox on every post/page: exclude from AI manifests or override the M2M payload manually<br />
✅ “View as AI” button in the WordPress Admin Bar: see exactly what any AI bot receives from any page</p>
<p><strong>Shadow Analytics Lite</strong><br />
✅ Tracks global M2M interception hits with a simple counter in your dashboard<br />
✅ GDPR-compliant: IP addresses are hashed daily, never stored in plain text<br />
✅ Detects 58 known AI bots across 4 categories (Training, Query, Discovery, Scraping)</p>
<p><strong>Enterprise Sanitization</strong><br />
✅ Strips Unicode corruption before delivery: BOM markers, Zero-Width Spaces, Non-Breaking Spaces, Soft Hyphens — the exact characters that cause parser errors in ChatGPT and Claude<br />
✅ Transient-based caching (12-hour TTL) for endpoint performance — with one-click AJAX flush</p>
<p><strong>Developer API</strong><br />
✅ 14 documented action/filter hooks for extending behavior without modifying plugin files<br />
✅ Clean OOP architecture with full Composer autoloading</p>
<h3>Built to WordPress standards</h3>
<p>LLM Override is developed following strict WordPress coding standards. Every function prefixed,<br />
every output escaped, every database query prepared, every nonce verified. No direct filesystem<br />
operations. No raw SQL injection. No short PHP tags.</p>
<p>The plugin passes the official WordPress Plugin Check tool with zero errors and zero warnings.</p>
<h3>LLM Override Pro — Industrial-scale GEO</h3>
<p>The free version covers the complete core M2M engine. Large sites and agencies need scale.</p>
<p><strong>Pro unlocks:</strong><br />
* 🤖 <strong>AI Copilot</strong> — per-post AI-generated Markdown with custom personas (GPT, Claude, DeepSeek, OpenRouter via BYOK)<br />
* ⚙️ <strong>Batch Accelerator</strong> — compile your entire site in the background via Action Scheduler, no timeouts<br />
* 📊 <strong>Full GEO Analytics</strong> — granular telemetry: which bots, which pages, which entities were injected<br />
* 🔬 <strong>Autopilot llms.txt</strong> — AI-drafted manifesto grounded in your actual content<br />
* 🏢 <strong>Agency MCP Server</strong> — expose a full Model Context Protocol endpoint for external agent orchestration</p>
<p><a href="https://llmoverride.com" rel="nofollow ugc">Explore Pro features <span aria-hidden="true" class="wp-exclude-emoji">→</span></a></p>
<h3>GEO Compliance</h3>
<p>LLM Override follows the principle of Content Faithfulness: everything served to<br />
AI bots is a faithful representation of your visible web content, optimized for<br />
machine consumption but never altered in substance.</p>
<ul>
<li>Content is converted from HTML to Markdown without semantic changes</li>
<li>No content is added or removed from individual page responses</li>
<li>Structured data (JSON-LD) is extracted directly from visible page content</li>
<li>Full transparency via X-Content-Processing HTTP headers</li>
<li>Content Faithfulness Score tracks parity between HTML and Markdown outputs</li>
</ul>


LLM Override

Make your content accessible and accurate for AI systems. The compliance-first GEO optimization toolkit for WordPress.

Whizz People

<p><strong>Whizz MD</strong> automatically creates a <code>.md</code> version of every published post and page on your WordPress site, served dynamically without storing any files on disk.</p>
<p>AI-powered search engines and LLM crawlers (GPTBot, ClaudeBot, PerplexityBot, Googlebot) increasingly prefer clean, structured content. This plugin gives them exactly that — a Markdown file with rich YAML frontmatter containing all your SEO signals, served at a predictable URL like <code>/your-post-slug.md</code>.</p>
<h4>How It Works</h4>
<ol>
<li>Any published post or page automatically gets a <code>.md</code> endpoint</li>
<li>AI crawlers discover it via a <code><link rel="alternate"></code> tag in your page <code><head></code>, a dedicated <code>/md-sitemap.xml</code>, and crawlable anchor links in your page content</li>
<li>The Markdown is generated on the fly — no files written to disk, no database bloat</li>
<li>Full YAML frontmatter is included with all SEO metadata</li>
</ol>
<h4>What Gets Generated</h4>
<p><strong>YAML Frontmatter includes:</strong></p>
<ul>
<li><code>title</code> — SEO title (from Yoast, Rank Math, AIOSEO, or post title)</li>
<li><code>slug</code> — post slug</li>
<li><code>date</code> and <code>modified</code> — publication and last modified dates</li>
<li><code>author</code> — author display name</li>
<li><code>meta_description</code> — SEO meta description (from SEO plugin or auto-generated)</li>
<li><code>focus_keyword</code> — primary keyword (from Yoast/Rank Math)</li>
<li><code>canonical_url</code> — points back to your HTML page</li>
<li><code>og_title</code> and <code>og_description</code> — Open Graph fields</li>
<li><code>og_image</code> — featured image URL</li>
<li><code>schema_type</code> — auto-detected (Article, HowTo, FAQPage, WebPage)</li>
<li><code>categories</code> and <code>tags</code></li>
<li><code>reading_time</code> and <code>word_count</code></li>
<li><code>robots</code> — respects your SEO plugin’s noindex settings</li>
<li><code>lang</code> — site language (WPML/Polylang compatible)</li>
</ul>
<p><strong>Markdown Body includes:</strong></p>
<ul>
<li>H1–H6 headings with anchor ID preservation</li>
<li>Bold, italic, strikethrough, inline code</li>
<li>Fenced code blocks with language detection</li>
<li>Ordered and unordered lists (nested)</li>
<li>GitHub Flavored Markdown (GFM) tables</li>
<li>Blockquotes, images with alt text, links (relative <span aria-hidden="true" class="wp-exclude-emoji">→</span> absolute)</li>
<li>Gutenberg block HTML stripped cleanly</li>
</ul>
<h4>URL Patterns</h4>
<ul>
<li><code>/your-post-slug.md</code> — clean pretty permalink</li>
<li><code>/parent/child-page.md</code> — works with nested pages</li>
<li><code>/?p=123&format=md</code> — query string fallback</li>
</ul>
<h4>AI Crawler Discovery</h4>
<p>The plugin automatically:</p>
<ul>
<li>Adds <code><link rel="alternate" type="text/markdown"></code> to every page <code><head></code></li>
<li>Registers <code>/md-sitemap.xml</code> listing all <code>.md</code> URLs</li>
<li>Appends explicit <code>Allow: /*.md</code> rules to <code>robots.txt</code> for all major AI crawlers</li>
<li>Injects a crawlable <code><a></code> link on each page so robots can follow it naturally</li>
</ul>
<h4>SEO Plugin Compatibility</h4>
<ul>
<li>✅ Yoast SEO</li>
<li>✅ Rank Math</li>
<li>✅ All in One SEO (AIOSEO)</li>
<li>✅ WPML</li>
<li>✅ Polylang</li>
<li>✅ Gutenberg (Block Editor)</li>
<li>✅ Classic Editor</li>
</ul>
<h4>No Duplicate Content Risk</h4>
<p>The <code>.md</code> endpoint serves <code>Content-Type: text/markdown</code>, not <code>text/html</code>. An HTTP-level <code>Link: rel="canonical"</code> header points back to the original HTML page, and <code>X-Robots-Tag: noindex, follow</code> prevents Google from indexing the raw Markdown as a competing webpage — while still allowing AI crawlers to read it.</p>
<h4>Why This Matters</h4>
<p>LLMs and AI search engines crawl the web to build their knowledge. Clean, structured Markdown with rich YAML frontmatter is the ideal format for these systems to parse, index, and cite your content — giving you organic visibility in AI-powered search results, summaries, and citations.</p>


Whizz MD — Markdown Endpoints for AI Crawlers

Serve every WordPress post and page as a clean .md file with full SEO frontmatter — discoverable by AI crawlers and search engines on the fly.

LLM Override vs Whizz MD — Markdown Endpoints for AI Crawlers