GoAI Moat Product Selection & Niche Research

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

Product idea scoring, niche validation framework and seasonal timing for cross-border sellers

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

VerifiedStreamable HTTPWeb executableWeb Search & Scraping Business & Commerce

Server details

Identifier: com.goaimoat/product-selection
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Sep 24, 2026

Security note

MCP servers receive tool arguments from a conversation and may perform external actions. Review what a server can do before you enable it, and give it only the access it needs.

The registry verified that this server's namespace belongs to goaimoat.com, which also runs its endpoint. That identifies the publisher; it does not make the server's tools safe.

SourceWeft's checks cover whether the listing is complete and the endpoint answered; they do not review the server's code or what its tools do.

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Overview

AI-generated overview

A remote MCP relay that lets an assistant run AI visibility audits for a website or brand across ChatGPT, Perplexity and Grok, with GEO/SEO health and a 0–100.

What you can do: Run a full AI visibility audit for a URL, combining multi-model AI 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 access and quota.
When to use it: Useful when you want an assistant to assess how a site or brand appears in AI answers and search visibility, or to get a scored audit with prioritized fixes. Suited to marketing and SEO checks rather than day-to-day development work.
Requirements: A remote endpoint; no local runtime or package install is needed for the hosted service. Calls require an api_key, license_key and email passed as tool arguments. A free tier allows 3 audits per email; further use requires a $98/month subscription activated through check_license.

Before you install

You must supply an api_key, license_key and email, which are forwarded to the GoAI Moat server. Paid subscription costs $98/month. The README describes the server as a thin relay holding no keys, but the README also lists a different hosted endpoint than the manifest, so confirm the endpoint before connecting.

Installation

In SourceWeft

Open GoAI Moat Product Selection & Niche Research in the dashboard and add it to a workspace.
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%2Fproduct-selection/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-product-selection-niche-resear": {
      "type": "http",
      "url": "https://selection.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)

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

License

MIT

Source: README.md at commit 52090f8

Tools

SourceWeft has not read this server's tools yet.

Version history

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

Communication & CollaborationNot indexed yetOct 24, 2026