io.github.sharozdawa/ai-visibility

Features

• Multi-Platform Tracking — Monitor visibility across ChatGPT, Perplexity, Claude, and Gemini simultaneously
• Visibility Scoring — Get a 0-100 score with tier ratings (Excellent / Good / Moderate / Low / Very Low)
• Sentiment Analysis — Understand whether AI platforms describe your brand positively, neutrally, or negatively
• Competitor Intelligence — See which competitors appear alongside your brand in AI responses
• Brand Comparison — Compare up to 10 brands side by side with per-platform breakdowns
• Actionable Recommendations — Get prioritized steps to improve your AI visibility
• MCP Server — Works with Claude Desktop, Cursor, and any MCP-compatible client
• Consistent Results — Seeded randomness ensures reproducible results for the same brand

MCP Server Installation

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "ai-visibility": {
      "command": "npx",
      "args": ["-y", "ai-visibility-mcp"]
    }
  }
}

Cursor

Add to your Cursor MCP settings (.cursor/mcp.json):

{
  "mcpServers": {
    "ai-visibility": {
      "command": "npx",
      "args": ["-y", "ai-visibility-mcp"]
    }
  }
}

npx (standalone)

npx ai-visibility-mcp

MCP Tools

How Scoring Works

The visibility score (0-100) is calculated from three components:

Score Tiers:

• 80-100 Excellent — Strong presence across platforms
• 60-79 Good — Visible but room to improve
• 40-59 Moderate — Appears in some responses
• 20-39 Low — Limited visibility
• 0-19 Very Low — Rarely mentioned

Self-Hosting

Clone the repo and build the MCP server:

git clone https://github.com/sharozdawa/ai-visibility.git
cd ai-visibility/mcp-server
npm install
npm run build

Run the MCP server directly:

node dist/index.js

Or point your MCP client to the local build:

{
  "mcpServers": {
    "ai-visibility": {
      "command": "node",
      "args": ["/path/to/ai-visibility/mcp-server/dist/index.js"]
    }
  }
}

Run the Web Dashboard

The project includes a Next.js dashboard for visual tracking:

cd ai-visibility
cp .env.example .env
# Set your DATABASE_URL in .env
npm install
npx prisma db push
npm run dev

Platforms Tracked

Why AI Visibility vs Paid Alternatives

More Open Source SEO Tools

License

MIT