PipGEO

<blockquote>
Are you invisible to ChatGPT? 
 Traditional SEO helps you rank on Google. 
 GEO Pilot helps you rank in the new wave of “Generative Engines” like ChatGPT, Google Gemini, Perplexity, and Claude.
</blockquote>
GEO Pilot is the essential “AI Visibility Kit” for WordPress. 
It automatically creates the standardized files that AI bots look for and helps you write content that fits their specific “Token Context Windows.”
<h3>🤖 Core Features (Free Forever)</h3>
<ul>
<li>
Dynamic llms.txt Generator: Automatically creates a strictly formatted <code>yourdomain.com/llms.txt</code> file. 
This is the new “Sitemap” for AI agents, telling them exactly which pages to read and index.
</li>
<li>
AI Context Summary: Adds a dedicated “AI Summary” field to your Post Editor. 
Control exactly how ChatGPT describes your article, instead of letting it guess from your first paragraph.
</li>
<li>
The “Jargon Slayer” Writer: Writing for AI requires “High Information Gain.” 
Our editor tool highlights vague “fluff” words (like ‘delve’, ‘game-changing’, ‘seamless’) that lower your Trust Score in AI models, helping you write cleaner, data-driven content.
</li>
<li>
Smart Fallbacks: If you don’t write a custom summary, we automatically generate a token-optimized version from your excerpt.
</li>
</ul>
<h3>🚀 Who is this for?</h3>
<ul>
<li>Bloggers: Ensure your articles are cited as sources in AI chat answers.</li>
<li>SaaS & Business: Control how your brand is defined by LLMs.</li>
<li>Developers: A “set it and forget it” solution for the new <code>/llms.txt</code> standard proposed by the AI community.</li>
</ul>

GEO Pilot – AI Search Optimization & llms.txt

Prepare your WordPress site for the AI Search era. Auto-generate a dynamic llms.txt file, optimize content for tokens, and rank in AI Overviews.

Erik

The md4AI plugin provides a powerful, multi-layered approach to Generative Engine Optimization (GEO).
<h3>1. Automatic AI Bot Detection (Zero-Config)</h3>
md4AI automatically detects requests from a comprehensive list of known AI agents (like GPTBot, ClaudeBot, Google-Extended, etc.) and serves them a lightweight, on-the-fly Markdown version of your content instead of the standard HTML theme. This ensures a clean, parsable data feed for LLMs right out of the box.
<h3>2. Per-Post Custom Markdown (Metabox)</h3>
The plugin adds a new metabox to your post and page editor, giving you full control over the AI-optimized version of your content. 
Serving an md version of the website is particular useful if your website has editors like Elementor / Beaver Builder / Divi Builder / other div bloated editors because bots usually skips complex and too much nested content.
<ul>
<li>Generate Custom Markdown: Convert your post’s content into Markdown with one click.</li>
<li>Manually Edit: Modify and enhance the Markdown to be exactly as you want AIs to see it.</li>
<li>(Optional) Enhance with AI: If you also use the <a href="https://wordpress.org/plugins/ai-services/" rel="ugc">AI Services</a> plugin, you can use the “Generate with AI” button to automatically add FAQs, discussion questions, or key takeaways extracted from your post.</li>
<li>Serve Enhanced Content: When an AI bot visits this specific post, it will be served your new, custom-tailored Markdown version, giving it far richer data.</li>
<li>Automatic Fallback: If you don’t create a custom version, the plugin falls back to the automatic on-the-fly conversion.</li>
</ul>
<h3>3. Site-Wide AI Instructions (llms.txt)</h3>
The plugin adds a new main page under ‘Utilities’ with dedicated tabs for configuration and insights. From here, you can create and manage a <code>llms.txt</code> file for your entire site.
<ul>
<li>What is <code>llms.txt</code>? This is a file, similar to <code>robots.txt</code>, that provides general instructions, context, and useful links to AI crawlers. It’s a new standard to help guide LLMs in understanding your site’s content and purpose.</li>
<li>Manage Content: Use the settings page to write your <code>llms.txt</code> content, which will then be served automatically to bots that look for it.</li>
<li>Learn More: You can find more details on this new standard at <a href="https://llmstxt.org/" rel="nofollow ugc">https://llmstxt.org/</a>.</li>
</ul>
This combination gives you full control, from automatic optimization to granular, AI-enhanced, per-post content and site-wide AI directives.
<h3>4. GEO/AIO Insights & Validation</h3>
The dedicated GEO/AIO Insights tab provides a unique validation mechanism for your site’s AI presence, offering measurable scores (0-100) on how well your brand is understood by Generative Engines.
<ul>
<li>The Validation Process: We ask a Large Language Model (LLM) to complete a “knowledge card” about your site (e.g., brand name, main topics, product categories).</li>
<li>Ground Truth Check: The AI response is immediately compared with real data extracted from your WordPress database (e.g., site title, author names, WooCommerce categories)</li>
<li>Final Score: Based on this cross-check, the insight provides a score for brand identity and technical relevance, highlighting exactly where the AI provided incorrect or insufficient data (hallucinations or missing data).</li>
</ul>

md4AI

Optimise content for generative engines (GEO) by serving custom Markdown and a site-wide llms.txt.

GEO Pilot – AI Search Optimization & llms.txt vs md4AI