AEO Toolkit

Optimize Your Site for the AI-First Web

As AI agents like ChatGPT, Claude, and Perplexity become the primary way users find information, "AI Engine Optimization" (AEO) is the new SEO. Many modern websites are invisible to these agents due to JavaScript rendering gaps, aggressive anti-bot protections, or missing structured data. The AEO Toolkit is a developer-centric suite designed to audit, score, and fix these visibility issues.

What it does

This skill performs a deep-crawl of any domain to identify "agent-hostile" patterns. It evaluates five critical dimensions: crawler access, machine-readability files, structured data coverage, content accessibility, and technical foundations. Unlike generic SEO tools, it focuses specifically on how Large Language Models (LLMs) and their crawlers perceive your site.

• JS Rendering Detection: Identifies if your content is invisible to agents that don't execute heavy JavaScript.
• File Generation: Automatically creates llms.txt, robots.txt, and agents-brief.txt tailored to your site.
• Structured Data: Generates custom JSON-LD templates (Organization, FAQ, Product, etc.) to help agents categorize your business.
• Competitive Benchmarking: Side-by-side audits to see why your competitor is being cited by AI while you aren't.

Why use this skill?

Prompting an AI to "look at my site" often fails because the AI is restricted by its own browsing tool's limitations. This toolkit uses a dedicated Python-based crawler to bypass surface-level assumptions and provide a raw data report. You get a concrete visibility score (0-100) and ready-to-deploy files that fix transparency issues immediately.