A comprehensive tool for auditing and improving how AI systems understand, extract, and cite website content.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install aeo-audit
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install aeo-audit using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is AEO Audit?
The AEO Audit skill is designed to help developers and marketers master AI Engine Optimization (AEO). As AI agents increasingly crawl the web to provide answers, this skill ensures your website is properly structured for machine consumption. By leveraging this tool within Openclaw Skills, you can automate the process of diagnosing weak AEO signals, validating complex JSON-LD schema, and generating AI-specific documentation like llms.txt files.
This skill bridges the gap between traditional SEO and the new era of AI-driven search. It provides actionable insights into factor breakdowns such as E-E-A-T signals, entity consistency, and FAQ markup, allowing for direct code fixes that improve how your brand is represented in AI-generated responses.
AEO Audit Use Cases
- Running a full AEO audit on a live URL to identify citation gaps.
- Automatically fixing weak AEO signals in a local codebase based on audit failures.
- Validating and repairing JSON-LD schema for LocalBusiness, FAQPage, and Organization types.
- Generating llms.txt and llms-full.txt files to improve AI-readable content discovery.
- Monitoring AEO progress over time or comparing site performance against competitors.
How AEO Audit Works
- The skill initializes an audit by running the aeo-audit package via npx against a target URL or local directory.
- It analyzes technical factors including structured data, crawler access via robots.txt, and AI-specific metadata.
- The agent parses the JSON report to identify factors with 'partial' or 'fail' statuses.
- If code changes are requested, the agent applies targeted fixes to the source files, such as injecting schema or updating metadata.
- A final validation audit is performed to calculate the score delta and verify the improvements.
AEO Audit Setup
To use this tool effectively within the Openclaw Skills environment, ensure you have Node.js and npx available.
Run an initial audit using:
npx @ainyc/aeo-audit@latest https://your-site.com --format json
If the command-line tool is not found, you can install it globally:
npm install -g @ainyc/aeo-audit
AEO Audit Data Schema & Taxonomy
| Data Type | Format | Storage/Usage |
|---|---|---|
| Audit Report | JSON | Raw data containing scores, factor status, and recommended fixes. |
| History Logs | .aeo-audit-history/ | Local directory used for tracking score deltas over time. |
| AI Metadata | llms.txt | Markdown file generated for AI crawler consumption. |
| Schema | JSON-LD | Structured data fragments for entity consistency. |
AEO Audit Advanced Features
- Competitor comparison mode to analyze side-by-side AEO performance.
- Automated injection of alternate link tags for AI-readable markdown discovery.
- Specialized schema validation focusing on entity consistency and missing required properties.
- Local project inspection to generate AI-readability files from source code without a live deployment.
- Historical progress tracking to visualize AEO improvements over multiple development cycles.
SKILL.md
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METADATA
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