AICW Visibility

Website AI visibility checker for AI crawlers, answer engines, and public datasets.

npx aicw-visibility YOUR_WEBSITE_URL

Or install globally:

npm install -g aicw-visibility
aicw-visibility YOUR_WEBSITE_URL

Features

• Checks robots.txt, sitemap, llms.txt, headers, meta tags, JSON-LD, and HTML structure.
• Tests visibility to AI bots across training, search indexing, and user interaction crawlers.
• Checks URL/domain presence in Common Crawl and selected public web sources.
• Uses Puppeteer by default for JavaScript-rendered content comparison.
• Writes a local HTML report plus timestamped JSON data.

If Puppeteer's browser is missing locally:

npx puppeteer browsers install chrome

To skip browser rendering checks:

aicw-visibility example.com --no-browser

MCP

AICW Visibility also includes a stdio MCP server for AI agents:

npx --yes --package aicw-visibility aicw-visibility-mcp

Example MCP config:

{
  "mcpServers": {
    "aicw-visibility": {
      "command": "npx",
      "args": ["--yes", "--package", "aicw-visibility", "aicw-visibility-mcp"]
    }
  }
}

It exposes check_visibility, which runs the same checker and returns the terminal output plus the generated report path.

Screenshots

Video Demo

https://github.com/user-attachments/assets/8b5c2a43-4508-4fcb-9106-c6305c1200f7

License

See LICENSE.