bots.st/aeo-visibility

AEO Visibility

Cite-checks and per-prompt AI visibility reports

211 ms

answered our call 8 Nov, 02:26 UTC

How to reach it

Tool	What it says it does
`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.
`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.
`compare_competitor_visibility`	Run one Perplexity Sonar query and rank several competitor URLs by whether and where each is cited for the prompt.
`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.
`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.

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

Website: aeo.advancelabs.dev/mcp
Source: github.com/Advance-Labs/aeo-toolkit
Publisher: advancelabs.dev (3 listings in the registry)
Listed from: the official MCP Registry as dev.advancelabs/aeo-visibility
Version: 1.0.1, updated 31 Oct 2026
Kinds of work: Search and research, Domains and websites, AI models and agent tools

advancelabs.dev: registered 18 Jan 2026 (10 months ago), at Name.com, Inc., its home page is a working site

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