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    AEO Toolkit

    by Rian O'Leary

    Audit and fix your website's visibility for AI agents like ChatGPT, Claude, and Perplexity.

    Updated Apr 2026
    Security scanned
    One-time purchase
    all agent frameworks

    $6

    One-time purchase · Own forever

    ⚡ Also available via Agensi MCP — your AI agent can load this skill on demand via MCP. Learn more →

    Included in download

    • Identify why ChatGPT or Claude can't "read" your website content.
    • Generate llms.txt and agents-brief.txt files for your domain root.
    • terminal, network, file_write automation included
    • Ready for all agent frameworks
    • Instant install

    See it in action

    AEO Audit: example.com
Score: 45/100 (Grade: F - Invisible)

CRITICAL FINDINGS:
- JS Rendering: 🔴 Content hidden (0 chars detected)
- AI Crawler Access: 🔴 Blocked in robots.txt
- Structured Data: 🟡 Missing JSON-LD

FIX GENERATED: Fixed robots.txt and llms.txt ready for upload.

See screenshots (below) for a examples ⬇️⬇️

    About This Skill

    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.

    📖 Learn more: Best Frontend & Design Skills for Claude Code →

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    Security Scanned

    Passed automated security review

    Permissions

    Terminal / Shell
    Network Access
    Write Files
    Read Files

    Allowed Hosts

    example.com
    competitor.com
    yoursite.com
    schema.org

    File Scopes

    aeo-toolkit/**

    Tags

    aeo
    seo
    structured-data
    marketing
    agent SEO
    LLM discoverability
    website visibility

    all agent frameworks

    Creator

    Rian O'Leary

    A young aspiring software dev. I want to build genuinely useful things.

    Frequently Asked Questions

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