Fran Barbero

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

Md Delower Hossain

Sandalia Apps

LLMs.txt Sitemap Manager automatically generates an LLMs.txt file — a structured, lightweight list of important public URLs from your site — specifically designed for Large Language Models (LLMs) like ChatGPT, Perplexity, Claude, and other AI systems.
Think of it as a traditional XML sitemap but optimized for AI agents to read, understand, and learn from your website content.
Key Benefits: 
– ✅ Future-proof your site for AI discovery 
– ✅ Lightweight, automatic, and customizable 
– ✅ No manual configuration needed
New: AI Crawler Detection 
Track whether major AI bots like GPTBot, ClaudeBot, and PerplexityBot are reading your LLMs.txt files.
<h3>Features</h3>
<ul>
<li>Automatic LLMs.txt generation </li>
<li>Custom post type selection and ordering </li>
<li>Integration with popular SEO plugins (Yoast SEO, Rank Math, AIOSEO) </li>
<li>Sitemap integration for improved discoverability </li>
<li>Cache management for performance </li>
<li>Configurable update frequency </li>
<li>AI crawler detection to monitor bot activity </li>
<li>FAQ section for quick guidance</li>
</ul>
<h3>Custom Development & Feature Requests</h3>
Need a custom feature or want to enhance Project Manager to fit your workflow? 
I provide custom WordPress plugin development, feature requests, and tailored solutions to make your project management seamless.
<h4>Contact for Custom Development</h4>
🌐 Website: <a href="https://sandalia.com.bd/apps" rel="nofollow ugc">https://sandalia.com.bd/apps</a> 
💼 Upwork (Delower): <a href="https://www.upwork.com/freelancers/delower" rel="nofollow ugc">https://www.upwork.com/freelancers/delower</a> 
💼 Linkedin (Delower): <a href="https://www.linkedin.com/in/delower186/" rel="nofollow ugc">https://www.linkedin.com/in/delower186/</a> 
💼 Linkedin (Sandalia): <a href="https://www.linkedin.com/company/sandalia-apps/" rel="nofollow ugc">https://www.linkedin.com/company/sandalia-apps/</a>
<h4>Do You need any Data Scraping Services? Try</h4>
🌐 Marketplace: <a href="https://apify.com/sandaliaapps" rel="nofollow ugc">https://apify.com/sandaliaapps</a>
<h3>Try My Other Plugins</h3>
<h4>WP TO Do</h4>
<a href="https://wordpress.org/plugins/wp-todo/" rel="ugc">WP TO Do</a> is a powerful WordPress plugin that allows you to create, manage, and track tasks effortlessly. It’s perfect for individuals, teams, and businesses looking to stay organized and boost productivity.
<h4>Project Manager Pro</h4>
<a href="https://wordpress.org/plugins/project-manager-pro/" rel="ugc">Project Manager Pro</a> is a lightweight and easy-to-use plugin that allows you to create, manage, and track projects and tasks directly within WordPress.
<h3>Additional Notes</h3>
<ul>
<li>Lightweight and fully automatic </li>
<li>Works out-of-the-box with minimal setup </li>
<li>Helps your site be AI-ready without extra effort</li>
</ul>

LLMs.txt Sitemap Manager

Automatically generate and manage LLMs.txt files for AI discovery

LLM Override vs LLMs.txt Sitemap Manager