GoAI Moat Review Intelligence

com.goaimoatPublished by goaimoat.comOfficial publisherv1.0.0Updated Nov 2, 2026

Analyze product reviews: pain points, feature requests, sentiment and competitive gaps for sellers.

The publisher's own server: GoAI Moat AI Visibility Audit

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

Remote MCP relay for GoAI Moat that audits how ChatGPT, Perplexity and Grok mention a brand or site, with GEO/SEO health and a 0-100 score.

What you can do
  • Run a full AI visibility audit for a URL: multi-model mentions, GEO/SEO health, a 0-100 score, benchmark percentile and prioritized issues
  • Quickly check what ChatGPT, Perplexity and Grok say about a brand
  • Activate a license key and receive an API key
  • Requests are forwarded to the GoAI Moat server, which holds credentials and enforces quota
When to use it
Useful when you want an assistant to assess how a brand or website shows up in AI answers and search visibility, or to compare that visibility against benchmarks before planning content or SEO work.
Requirements
A remote endpoint; no local install or package is declared. An api_key, license_key and email are passed as tool arguments; a license key can be activated through the check_license tool. Network access to the GoAI Moat server is required.
Before you install
Tool calls carry an api_key, license_key and email to the GoAI Moat server, which performs the audits and enforces quota. The free tier is limited to 3 audits per email; a subscription is listed at $98/month. The README describes the server as a thin relay with no keys of its own, but the credentials you supply still leave your machine.

Installation

In SourceWeft

  1. Open GoAI Moat Review Intelligence 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%2Freview-intelligence/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-review-intelligence": {
      "type": "http",
      "url": "https://reviewintel.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

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v1.0.0LatestSep 24, 2026

Score

85% 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

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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