GoAI Moat AI Visibility Audit
Diagnose brand visibility in AI answers (ChatGPT, Perplexity, AI Overviews). Free + paid audits.
我该使用它吗
质量与安全性
发现（3）
- HIGHTool poisoning patterns detected
- MEDIUMTool description contains URL to non-standard domain在 audit_ai_visibility 中
- LOWTool 'get_fix_priority' description lacks action verb在 get_fix_priority 中
基于对工具定义和协议合规性的自动分析。
上下文开销
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"ai-visibility": {
"url": "https://mcp.goaimoat.com/mcp"
}
}
}远程端点
https://mcp.goaimoat.com/mcpstreamable-http它能做什么
工具清单
工具（6）
🟢audit_ai_visibility(brand_name, category, email, license_key, api_key, ...)
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://niebingyu.gumroad.com/l/njpksu to run audits programmatically with no email. Without email/api_key you get the audit framework and tier mapping only.
输入模式
{
"type": "object",
"properties": {
"brand_name": {
"type": "string",
"description": "The brand/company to audit."
},
"category": {
"default": "",
"type": "string",
"description": "Product/service category (e.g. \"phone case\", \"DTC fashion\")."
},
"email": {
"default": "",
"type": "string",
"description": "Your email — unlocks 1 free full audit."
},
"license_key": {
"default": "",
"type": "string",
"description": "Gumroad license key — unlocks unlimited full audits."
},
"api_key": {
"default": "",
"type": "string",
"description": "Developer API key — equivalent to license_key, for agent/API callers."
},
"score": {
"default": -1,
"type": "integer",
"description": "Optional known 0-30 checklist score. If provided, a tier + fix plan is included for free."
}
},
"required": [
"brand_name"
],
"additionalProperties": false
}输出模式
{
"type": "object",
"additionalProperties": true
}🟢get_checklist
Return the full 30-point AI visibility checklist (5 categories × 6 checks). Free.
输入模式
{
"type": "object",
"properties": {},
"additionalProperties": false
}输出模式
{
"type": "object",
"additionalProperties": true
}🟢get_fix_priority(score)
Turn a 0-30 visibility score into a tier and prioritized fix plan. Free.
输入模式
{
"type": "object",
"properties": {
"score": {
"type": "integer",
"description": "The total score (0-30) from the 30-point checklist."
}
},
"required": [
"score"
],
"additionalProperties": false
}输出模式
{
"type": "object",
"additionalProperties": true
}🟢check_license(license_key)
Check whether a Gumroad license key is valid for unlimited audits.
输入模式
{
"type": "object",
"properties": {
"license_key": {
"type": "string",
"description": "The license key received after purchase."
}
},
"required": [
"license_key"
],
"additionalProperties": false
}输出模式
{
"type": "object",
"additionalProperties": true
}🟢get_usage(api_key)
Report the caller's API usage volume (total audits, last called, recent brands).
输入模式
{
"type": "object",
"properties": {
"api_key": {
"default": "",
"type": "string",
"description": "Your developer API key / license key. If empty, reports the anonymous/free-trial usage."
}
},
"additionalProperties": false
}输出模式
{
"type": "object",
"additionalProperties": true
}🟢get_category_leaders(category)
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.
输入模式
{
"type": "object",
"properties": {
"category": {
"default": "connector",
"type": "string",
"description": "Product category slug (e.g. \"connector\", \"phone_case\")."
}
},
"additionalProperties": false
}输出模式
{
"type": "object",
"additionalProperties": true
}社区
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