AEO Toolkit

Model Context Protocol

Connect the AEO Toolkit to your AI client

The AEO Toolkit runs three hosted MCP servers with 32 tools, so AI clients like Claude and Cursor can audit AEO, prospect backlinks and query your own analytics in plain language. Paste a server’s connection URL into your client and ask.

3 servers32 toolsFree to connectBring your own keysHosted, not self-hostable

See it work

Ask in plain language. The tools do the rest.

Analyze https://example.com for AEO and list its top fixes.

AI client

I'll use the AEO Toolkit MCP server for this.

Called AEO Toolkit analyze_website_aeo
url: "https://example.com"

Crawl a URL, parse its HTML and structured data, and score it for answer-engine optimization with prioritized fixes.

example.com scores 72 / 100 for answer-engine readiness. The top fixes:

  • Add FAQPage JSON-LD to /pricing and /faq
  • Publish /llms.txt, none was found
  • Rewrite 3 page intros to lead with the answer
Ask anything about your site

Guided example · sample data

Stage 1 of 5: Audit for AEO. example.com scores 72 / 100 for answer-engine readiness. The top fixes: Add FAQPage JSON-LD to /pricing and /faq. Publish /llms.txt, none was found. Rewrite 3 page intros to lead with the answer.

Connect

Three hosted MCP servers

Paste a connection URL into your client once, then just ask. Two of the servers need no sign-up; the Search server connects to your own Google data when prompted.

Live · no account5 tools

AI Visibility MCP

Audit a site for answer-engine optimization and measure whether AI answer engines actually cite it.

Connection URL

https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp

Authentication: none. Tools that call third-party AI (Perplexity, your LLM) take a request-scoped key you supply: it is never stored or logged.

  1. 1. Open Settings → Connectors.
  2. 2. Click Add custom connector.
  3. 3. Paste the connection URL above and save.
5 tools
  • analyze_website_aeo

    Crawl a URL, parse its HTML and structured data, and score it for answer-engine optimization with prioritized fixes.

  • check_ai_visibility

    Query Perplexity Sonar with a prompt and check whether the URL is cited as a source, and at what rank (BYOK).

  • discover_ranking_prompts

    Generate realistic user prompts a site should aim to be cited for on a topic, optionally live-testing a few (BYOK).

  • get_visibility_report

    Combine an AEO audit with per-prompt visibility checks into one report with an overall citation rate (BYOK).

  • compare_competitor_visibility

    Run one Perplexity Sonar query and rank several competitor URLs by whether and where each is cited (BYOK).

Want AI citation tracking done for you every month? That is our AI search maintenance. Talk to the team.

Prefer a browser button to a config file?

AEO/GEO Auditor runs the same scoring engine client-side on whatever page you are looking at: no endpoint to wire up, and it reaches staging, logged-in and localhost pages no remote server can fetch.

Add to Chrome (free)