odysseynewmedia

Odyssey LLMS is the definitive control panel for your website’s AI presence. It generates the critical files used by Large Language Models (like ChatGPT, Claude, and Gemini) to understand and cite your content.
For Beginners: Just activate it. A comprehensive and optimised <code>llms.txt</code> file is instantly generated. No configuration is needed.
For Power Users: Manage every aspect of your AI strategy. Track bot traffic with built-in analytics, generate JSONL datasets for fine-tuning, and clean up your content with CSS selectors.
<h3>Concepts Explained: Why do you need this?</h3>
<h4>1. What is <code>llms.txt</code>?</h4>
Think of <code>llms.txt</code> as a “Sitemap for AI”. While humans use HTML pages and Search Engines use XML sitemaps, AI agents look for an <code>llms.txt</code> file in your root directory. This file gives them a clean, prioritised list of links to crawl, ensuring they train on your best content and ignore the junk.
<h4>2. What is <code>llms-full.txt</code> (Markdown)?</h4>
This is an optional advanced feature (RAG-Ready). Instead of just providing links, <code>llms-full.txt</code> provides your actual website content converted into clean, lightweight Markdown format. 
* Why it’s useful: It allows AI agents to ingest your website’s knowledge immediately without needing to visit and scrape every single HTML page. This reduces server load and ensures the AI gets accurate data for “Retrieval Augmented Generation” (RAG). 
* ⚠️ WARNING regarding Virtual Mode Limits: When using Virtual Mode to generate this file, the item limit for the llms-full.txt file is securely capped at 50 by default. Manually increasing this limit beyond 50 in the ‘Tools’ settings will drastically increase server load and risks causing immediate 500/503 server crashes. Use this feature at your own risk. If you require more than 50 items in your llms-full.txt file, we recommend using Physical Mode instead.
<h4>3. What is <code>llms.jsonl</code> (Fine-Tuning)?</h4>
This file formats your content into prompt-completion pairs (JSON Lines). This is the standard format used to fine-tune models like GPT-4 or Llama 3 on your specific data.
New Features in 6.0:
<ul>
<li>JSONL Generator: Create a dataset ready for fine-tuning custom AI models.</li>
<li>Content Cleaning: Use CSS selectors (e.g., <code>.sidebar</code>, <code>.comments</code>) to strip unwanted elements from your Markdown and JSONL files.</li>
<li>Visual Analytics: Visualise exactly which AI bots (ChatGPT, Claude, Google AI, etc.) are accessing your files with a built-in dashboard widget and charts.</li>
<li>WooCommerce Integration: Automatically generates a structured “Products” section including Price, Stock, and SKU.</li>
</ul>
Key Features:
<ul>
<li>Clean Tabbed Interface: Organised into General Rules, Content Sourcing, Analytics, Robots.txt, Security, and Tools.</li>
<li>Granular Bot-Specific Rules: Set detailed <code>Allow</code> or <code>Disallow</code> rules for individual AI crawlers (<code>GPTBot</code>, <code>Google-Extended</code>, etc.).</li>
<li>“Block All by Default” Mode: Create a secure “whitelist” by blocking all crawlers by default and only allowing the bots you explicitly enable.</li>
<li>Settings Import & Export: Perfect for agencies. Easily back up, restore, and migrate your settings between sites with JSON import/export.</li>
<li>Advanced Scheduling: Regenerate your file on save, manually, or on a recurring schedule (Hourly, Daily, Weekly, Monthly).</li>
<li>Safety Validator: Prevents accidental blocking of all traffic in <code>robots.txt</code>.</li>
</ul>

Odyssey LLMS

The complete AI control panel for WordPress. Generate llms.txt, Markdown, and JSONL. Includes AI Analytics and Content Cleaning.

AnswerSEO

Answer Engine Optimization – AEO – Audit is a lightweight WordPress plugin that helps you prepare your website for answer engines, AI Optimization, AI search, and voice assistants. Unlike traditional SEO audits, this plugin focuses only on AEO/AIO elements that improve your chances of ranking in Position Zero, featured snippets, and voice search results. Answer Engine Optimization also called Generative Engine Optimization (GEO), Artificial Intelligence Optimization(AIO), Google AI Overview, AEOSEO, SEO Audit, AISEO, ASEO, AI SEO, Generative AI Optimization (GAIO), LLMs & LLMS.txt etc..
The plugin performs 10 strict checks on your homepage, including:
✅ Title & Meta Description (like SEO Audit) 
✅ FAQ, HowTo, and Speakable Schema 
✅ Structured Data (JSON-LD) 
✅ Featured Snippet & Quick Answer readiness 
✅ Readable H1 heading 
✅ Alt text for images 
✅ Open Graph & Twitter tags 
✅ Language tag 
✅ Internal & external links 
✅ Robots.txt presence
Each element shows Pass/Fail status with color-coded rows and a final score out of 10, along with remarks to explain why it matters for AEO.
This plugin not only helps you audit your website for AEO (Answer Engine Optimization), but also enhances your AI Optimization by enabling powerful content features: 
AI Optimization Features: 
✅ Easily add structured FAQs Schema 
✅ Generate JSON (structured data) automatically 
✅ Create Quick Answers to improve featured snippet chances 
✅ Enhance your website’s discoverability in search and Generative AI tools 
✅ Generate and manage LLMS.txt to optimize your site for AI answer engines 
✅ Control AI access with Allow-AI and Disallow-AI rules 
✅ Improve AEO visibility and AI-generated answer accuracy
This plugin assist you to audit your website and provide feedback based on audit report to help for following engines: 
✅ ChatGPT 
✅ Google AI Overview 
✅ Google Gemini 
✅ Microsoft Copilot / Bing 
✅ Perplexity AI 
✅ Meta AI and many more
How To Use 
✅ After setup go to ‘AI Optimization Audit’ menu in your WordPress Admin dashboard. 
✅ For individual Page / Post go to add / edit of page / post 
✅ To Add FAQs, JSON and Quick Answer go to add / edit of page / post

AEO & AI Optimization with LLM for Generative AI Search

Audit and optimize your website for Answer Engine Optimization (AEO). Manage FAQs, JSON-LD, LLMs Speakable markup etc.. for AI Optimization (AIO).

Odyssey LLMS vs AEO & AI Optimization with LLM for Generative AI Search