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GoAI Moat AI Visibility Audit MCP server

by goaimoat.com·com.goaimoat/ai-visibility·v1.0.0
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Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.

B80/100grade B
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Safety scan
B80/100

full report

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If you have run it, two minutes of your experience saves the next person an afternoon.

GoAI Moat AI Visibility Audit tools (4)

write = sends, deletes, buys or posts
  • audit_ai_visibilityFree

    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. UNLIMITED: pass a license_key from https://niebingyu.gumroad.com/l/njpksu ($29/year). Without email/license you get the audit framework and tier mapping only.

  • check_licenseFree

    Check whether a Gumroad license key is valid for unlimited audits.

  • get_checklistFree

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

  • get_fix_priorityFree

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

Public scan report

scanner v0.1.9 · 2026-09-22 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 3046ms17/20
  • Tool poisoning4 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identitynamespace and repository owner differ3/10
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the GoAI Moat AI Visibility Audit repository's README, as published. We do not edit it. Read it on GitHub

GoAI Moat — AI Visibility Audit MCP Server

让 AI Agent 调用我们的「AI 可见度诊断」能力，帮它们的用户诊断品牌在 AI 问答中的可见度。

这是「面向 Agent 收费」的第一个产品。

连接信息

  • MCP 端点：https://mcp.goaimoat.com/mcp
  • 协议：Streamable HTTP
  • 官方 Registry：com.goaimoat/ai-visibility（v1.0.0，active）
  • 开发者文档：https://goaimoat.com/developers/

工具（5 个）

如何连接（Agent / 客户端）

Claude Desktop / Cursor（远程 HTTP）

{
  "mcpServers": {
    "goai-moat-audit": {
      "url": "https://mcp.goaimoat.com/mcp"
    }
  }
}

其他 Agent（MCP client）

用标准 MCP Streamable HTTP 客户端连接 https://mcp.goaimoat.com/mcp。

收费方案（已上线）

购买 API key：https://niebingyu.gumroad.com/l/njpksu

价值主张（面向 Agent 开发者）

  • 你的 Agent 可以立即获得「AI 可见度诊断」能力，无需自研；
  • 用户问"我的品牌在 AI 眼里可见吗"，你的 Agent 直接调我们给出专业诊断 + 修复方案；
  • 我们维护方法论与数据，你专注你的 Agent 产品。

Nothing above is checked by us. What we check is on the safety report.

Install directly

claude mcp add --transport http ai-visibility https://mcp.goaimoat.com/mcp
Add to Cursor

GoAI Moat AI Visibility Audit: common questions

Is GoAI Moat AI Visibility Audit MCP server safe?
Mostly: it is graded B (80/100). Read the GoAI Moat AI Visibility Audit safety report
How do I install GoAI Moat AI Visibility Audit?
It runs remotely at mcp.goaimoat.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does GoAI Moat AI Visibility Audit need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is GoAI Moat AI Visibility Audit maintained?
The last commit was 3 days ago (2026-09-22). The latest release is v1.0.0.
Is GoAI Moat AI Visibility Audit up?
100% of our last 11 checks got an answer. We check remote servers about four times a day.
What can I use instead of GoAI Moat AI Visibility Audit?
Servers from other publishers that do the same job: GEO Tracker by DigestSEO MCP server, Perplexity API Platform MCP server and HIG Doctor MCP server. Compare all GoAI Moat AI Visibility Audit alternatives.

Alternatives to GoAI Moat AI Visibility Audit

Same job from other publishers: the closest match first, then the best rated.

All GoAI Moat AI Visibility Audit alternatives →
  • GEO Tracker by DigestSEO
    Track brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
    B
  • Perplexity API Platform
    Real-time web search, reasoning, and research through Perplexity's API
    A
  • HIG Doctor
    Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.
    B
  • HasData Bing
    Bing search results with the ad block and Copilot answer, geo and market targeting, as JSON.
    A
  • Tenjin
    Search, read & publish paid essays. Pay-per-read in USDC on Base (x402); wallet-only, no account.
    B
GoAI Moat AI Visibility Audit vs GEO Tracker by DigestSEOGoAI Moat AI Visibility Audit vs Perplexity API PlatformGoAI Moat AI Visibility Audit vs HIG Doctor

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