aeo-audit

What This Skill Does

The aeo-audit skill is a comprehensive toolkit designed to optimize websites for AI and machine learning systems. It goes beyond traditional SEO by focusing on 'AI Experience Optimization' (AEO), ensuring that AI models—such as LLMs and search-integrated agents—can correctly parse, interpret, and cite your website's content. The skill provides automated diagnostics, code-level fixes, and structural improvements to help your site gain better visibility and accurate representation in AI-driven search results.

Installation

To integrate this skill into your environment, run the following command in your terminal: clawhub install openclaw/skills/skills/arberx/aeo-audit

Use Cases

• Site Benchmarking: Run full audits to understand your current 'AEO score' and identify why your content might not be appearing in AI responses.
• Technical Remediation: Automatically identify and patch missing structured data (JSON-LD), improve robots.txt accessibility, and ensure E-E-A-T signals are properly surfaced for crawlers.
• AI Documentation: Automatically generate and maintain llms.txt and llms-full.txt files, which are essential for making your project context and documentation easily ingestible by large language models.
• Competitor Analysis: Compare your domain against competitors to see where their schema or content structure is outperforming yours.

Example Prompts

1. "Audit my site https://ainyc.ai and give me a report on why it isn't being cited by AI agents."
2. "Fix the missing schema issues on my site and make sure the Organization markup is complete."
3. "Generate an updated llms.txt file for this project so that AI agents can better understand our codebase."

Tips & Limitations

• Incremental Changes: When using the 'Fix' mode, the skill applies code changes directly. We recommend backing up your site configuration or using a version control system (like Git) before running automated fixes.
• Schema Complexity: While the tool is excellent for standard schemas like LocalBusiness or FAQPage, highly custom or non-standard JSON-LD may require manual verification after the automated audit.
• Audit Frequency: Regularly monitor your site using the 'Monitor' mode to ensure that updates to your site content do not break existing AEO signals or schema integrity.