AEO Visibility

dev.advancelabs/aeo-visibilityVersion 1.0.1

Check whether AI answer engines cite your site, and for which prompts. Uses your own Perplexity key.

Status

Responds262 msNov 14, 2026, 14:25 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 14:25 UTC
Latency: 262 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcpResponds262 msNov 14, 2026, 14:25 UTC

No sign-in

Claude Code

claude mcp add --transport http aeo-visibility https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: aeo-visibility
Remote MCP server URL: https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp

Cursor

{
  "mcpServers": {
    "aeo-visibility": {
      "url": "https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"aeo-visibility","type":"http","url":"https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"}'

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Tools

5 tools

Tools of AEO Visibility
	Description		Read-only	Idempotent	Open world
`analyze_website_aeo`Crawl a URL, parse its HTML and structured data, and score it for answer-engine optimization (AEO). Returns an AEO-focused summary, AI-bot access, and crawl-hint files.	Crawl a URL, parse its HTML and structured data, and score it for answer-engine optimization (AEO). Returns an AEO-focused summary, AI-bot access, and crawl-hint files.	No	Yes	Yes	Yes
`check_ai_visibility`Query Perplexity Sonar with a prompt and inspect its citations to determine whether the given URL is cited as a source, and at what rank.	Query Perplexity Sonar with a prompt and inspect its citations to determine whether the given URL is cited as a source, and at what rank.	No	Yes	Yes	Yes
`compare_competitor_visibility`Run one Perplexity Sonar query and rank several competitor URLs by whether and where each is cited for the prompt.	Run one Perplexity Sonar query and rank several competitor URLs by whether and where each is cited for the prompt.	No	Yes	Yes	Yes
`discover_ranking_prompts`Generate realistic user prompts a site should aim to be cited for on a topic, using Perplexity Sonar. Optionally tests a few of them for live visibility.	Generate realistic user prompts a site should aim to be cited for on a topic, using Perplexity Sonar. Optionally tests a few of them for live visibility.	No	Yes	Yes	Yes
`get_visibility_report`Combine an AEO audit of a URL with per-prompt AI-visibility checks into a single report with an overall citation rate.	Combine an AEO audit of a URL with per-prompt AI-visibility checks into a single report with an overall citation rate.	No	Yes	Yes	Yes

Details

Registry status: Active
Published: Oct 31, 2026
Updated: Oct 31, 2026
Website: https://aeo.advancelabs.dev/mcp⁠ (opens in a new tab)
Repository: https://github.com/Advance-Labs/aeo-toolkit⁠ (opens in a new tab)
Categories (suggested): AI models Marketing and SEOSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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