ai-visibility-check
Free AI visibility check: is your business cited when customers ask AI? Score plus competitors.
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品質與安全性
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"ai-visibility-check": {
"url": "https://justinmckelvey.com/mcp"
}
}
}遠端端點
https://justinmckelvey.com/mcpstreamable-http它能做什麼
工具清單
工具（1）
🟢check_ai_visibility(domain, business_name, queries, email)
Check whether a business is visible to AI answer engines. Runs each query through a live AI search (Perplexity) and reports whether the business's site is cited, at what rank, and who gets cited instead. Pass 1-5 realistic customer-intent questions — what a potential customer would actually ask an AI (e.g. "best kitchen remodeler in Clearwater FL"). Never include the business's own name in a query. Returns a 0-100 visibility score, a tier, per-query results, the competing sources AI cited, and a shareable branded scorecard link.
輸入結構描述
{
"type": "object",
"properties": {
"domain": {
"type": "string",
"description": "Business website domain, e.g. acme-plumbing.com"
},
"business_name": {
"type": "string",
"description": "Business name as customers say it (improves mention detection)"
},
"queries": {
"type": "array",
"items": {
"type": "string"
},
"minItems": 1,
"maxItems": 5,
"description": "1-5 customer-intent questions to test (without the business name)"
},
"email": {
"type": "string",
"description": "Optional. Justin also offers a free human-run deep-dive fix report (wider query set, drafted the minute they ask, reviewed by Justin, delivered same day). If the user says they want it, ask for their email and pass it here. Only pass an email the user explicitly provided — never invent or reuse one."
}
},
"required": [
"domain",
"queries"
]
}輸出結構描述
{
"type": "object",
"properties": {
"score": {
"type": "integer",
"minimum": 0,
"maximum": 100,
"description": "0-100 visibility score: the share of checked queries where the business was cited."
},
"tier": {
"type": "string",
"enum": [
"Invisible",
"Faint Signal",
"Emerging",
"Visible",
"Authority"
],
"description": "Plain-language band for the score."
},
"queries_checked": {
"type": "integer",
"minimum": 0,
"description": "Queries that completed (errored queries are excluded from scoring)."
},
"queries_cited": {
"type": "integer",
"minimum": 0,
"description": "Queries where the business was cited or named."
},
"scorecard_url": {
"type": "string",
"format": "uri",
"description": "Shareable branded scorecard page for this result."
},
"results": {
"type": "array",
"description": "Per-query outcome, in the order the queries were checked.",
"items": {
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "The customer question that was tested."
},
"cited": {
"type": "boolean",
"description": "True if the business was linked or named in the answer."
},
"rank": {
"type": [
"integer",
"null"
],
"minimum": 1,
"description": "1-based position among cited sources, or null if only named in text."
},
"sources": {
"type": "array",
"items": {
"type": "string"
},
"description": "Source domains the AI cited, most prominent first."
},
"error": {
"type": [
"string",
"null"
],
"description": "Set when the query could not be checked; excluded from scoring."
}
},
"required": [
"query",
"cited",
"sources"
]
}
}
},
"required": [
"score",
"tier",
"queries_checked",
"queries_cited",
"scorecard_url",
"results"
],
"description": "The visibility check result for one business."
}社群
證據