AI Visibility Checker
Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"ai-visibility-mcp": {
"url": "https://aivisibility.agentexchange.work/mcp"
}
}
}Remote endpoints
https://aivisibility.agentexchange.work/mcpstreamable-httpWhat it can do
Tool inventory
Tools (2)
🟢check_ai_visibility(brand, category, url, market)
Read-only estimate of brand visibility in a representative large-language-model buyer-prompt sample. It is not a measurement or ranking from ChatGPT, OpenAI, or any named assistant. Returns a 0-100 proxy score, named competitors, and top fixes. Free.
Input Schema
{
"type": "object",
"properties": {
"brand": {
"type": "string",
"description": "Brand or company name to check."
},
"category": {
"type": "string",
"description": "Category buyers ask AI about, e.g. 'project management software'."
},
"url": {
"type": "string",
"description": "Optional website URL to improve the audit."
},
"market": {
"type": "string",
"description": "Optional market: us, uk, jp, kr, de, fr, es, br, in. Default us."
}
},
"required": [
"brand",
"category"
]
}Output Schema
{
"type": "object",
"properties": {
"brand": {
"type": "string"
},
"category": {
"type": "string"
},
"market": {
"type": "string"
},
"score": {
"type": "number",
"description": "AI Visibility Score 0-100"
},
"mentions": {
"type": "number"
},
"total": {
"type": "number"
},
"mentionRate": {
"type": "number"
},
"competitors": {
"type": "array",
"items": {
"type": "string"
},
"description": "Other brands named in the representative sample"
},
"topFixes": {
"type": "array",
"items": {
"type": "object",
"properties": {
"title": {
"type": "string"
},
"why": {
"type": "string"
}
}
},
"description": "Up to three practical public-site improvements"
},
"disclaimer": {
"type": "string"
},
"dataUseNotice": {
"type": "string"
}
}
}🟢check_agent_readiness(url)
Read-only audit of whether a public website is ready for AI agents: crawler access, llms.txt, structured data, discovery files, and metadata. Returns a 0-100 score and specific gaps. Free.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "Website URL to audit (https://...)."
}
},
"required": [
"url"
]
}Output Schema
{
"type": "object",
"properties": {
"kind": {
"type": "string"
},
"url": {
"type": "string"
},
"score": {
"type": "number"
},
"blocked": {
"type": "array",
"items": {
"type": "string"
}
},
"checks": {
"type": "array",
"items": {
"type": "object"
}
},
"disclaimer": {
"type": "string"
},
"dataUseNotice": {
"type": "string"
}
}
}Community
Evidence