GoAI Moat AI Visibility Audit

com.goaimoatPublished by goaimoat.comOfficial publisherv1.0.0Updated Oct 24, 2026

Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.

VerifiedStreamable HTTPWeb executableData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

Remote MCP server that audits a brand's visibility in AI answers (ChatGPT, Perplexity, AI Overviews) and returns scores, fixes and category leaderboards.

What you can do
  • Run a deep AI visibility audit for a brand or website, with multi-model mentions, GEO/SEO health, a 0-100 score and benchmark percentile
  • Retrieve the 30-point AI visibility checklist and turn a 0-30 score into a tier with a prioritized fix plan
  • Look up AI-recommendation leaderboards for a product category, combining public market data with tracked brands
  • Activate a Gumroad license to obtain an API key, and check the caller's audit usage volume
When to use it
Useful when someone wants to know how a brand or website shows up in AI answers, what to fix to improve that, or which brands AI recommends in a given product category.
Requirements
Remote streamable HTTP endpoint; no local install needed, though a local stdio run is described. An email unlocks the free tier; paid use needs an api_key or license_key from a developer subscription. No credentials are configured in the MCP itself.
Before you install
The server asks for an email address and for an api_key or license_key, which it forwards to the GoAI Moat backend. Paid access is a subscription (listed at $98/month) purchased through Gumroad. Free-tier limits differ between the tool description and the README, so confirm quota before relying on it. Audit requests and brand data are sent to a third-party service.

Installation

In SourceWeft

  1. Open GoAI Moat AI Visibility Audit in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.goaimoat%2Fai-visibility/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "goai-moat-ai-visibility-audit": {
      "type": "http",
      "url": "https://mcp.goaimoat.com/mcp"
    }
  }
}

README

GoAI Moat — AI Visibility MCP (thin relay)

Multi-model AI visibility audit for any website or brand — ChatGPT (consumer app), Perplexity, and Grok, plus GEO/SEO health and a 0–100 score with benchmark percentile.

Thin relay by design: this MCP holds no API keys, no billing logic, and makes no direct upstream calls. It forwards your request (with your api_key / license_key / email) to the GoAI Moat server, which holds all credentials and enforces access and quota. The MCP is only the request-initiating interface.

Tools

  • audit_ai_visibility(url, api_key=..., license_key=..., email=...) — full audit: multi-model AI mentions + GEO/SEO health + 0–100 score + benchmark percentile + prioritized issues.
  • check_ai_mentions(brand, api_key=..., email=...) — quick check: what ChatGPT / Perplexity / Grok say about a brand.
  • check_license(license_key, email=...) — activate a license and receive your api_key.

Pricing

  • Free: 3 audits per email.
  • Subscription: $98/month. Activate via check_license.

Run locally (stdio)

bash
pip install -r requirements.txtpython server.py

No credentials are needed here — authentication, quota, and the actual audit all live on the GoAI Moat server. The server returns a clear error if your api_key/license/email is missing or exhausted.

Hosted endpoint

https://ai-visibility.mcp.goaimoat.com/mcp

License

MIT

Source: README.md at commit 52090f8

Tools

6

audit_ai_visibility

Audit Ai Visibility

Deep-audit a brand's visibility in AI answers (ChatGPT, Perplexity, AI Overviews). FREE TIER: 1 full deep audit per email — pass your email to unlock it. DEVELOPER/UNLIMITED: pass an api_key (or license_key) from a developer subscription at https://goaimoat.gumroad.com/l/njpksu to run audits programmatically with no email. Without email/api_key you get the audit framework and tier mapping only.

Parametersemailscoreapi_keycategorybrand_namerequiredlicense_key

get_checklist

Get Checklist

Return the full 30-point AI visibility checklist (5 categories × 6 checks). Free.

Takes no parameters.

get_fix_priority

Get Fix Priority

Turn a 0-30 visibility score into a tier and prioritized fix plan. Free.

Parametersscorerequired

check_license

Check License

Activate a Gumroad license and receive a GoAI Moat api_key (validated server-side).

Parametersemaillicense_keyrequired

get_usage

Get Usage

Report the caller's API usage volume (total audits, last called, recent brands).

Parametersapi_key

get_category_leaders

Get Category Leaders

Return the AI-recommendation leaderboard for a product category. Combines listed-market leaders (public data) with tracked B2B brands (GoAI Moat geo-footprint audit). Useful when a user asks "who are the top Chinese suppliers of X" or "which brands does AI recommend in X". Free tier. Available categories: connector, phone_case.

Parameterscategory

Version history

1
  1. v1.0.0LatestSep 22, 2026

Score

100% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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