Modern AI Brand Recommendation Rate

Connect Remote server

claude mcp add --transport http w0-mcp-server https://w0-mcp-server.modernai.workers.dev

{
  "mcpServers": {
    "w0-mcp-server": {
      "url": "https://w0-mcp-server.modernai.workers.dev"
    }
  }
}

{
  "servers": {
    "w0-mcp-server": {
      "type": "http",
      "url": "https://w0-mcp-server.modernai.workers.dev"
    }
  }
}

Settings > Connectors > Add custom connector
URL: https://w0-mcp-server.modernai.workers.dev

Tools 2 found in our last check

• lookup_brand_recommendation_rate

  Look up a brand's AI Recommendation Rate: the percentage of buyer-intent questions where AI search picks the brand first, not just mentions it. Also returns its Recommendation Inclusion Rate: how often the brand appears anywhere in the answer. Measured on ChatGPT with search ena…

• get_recommendation_rate_methodology

  Definitions of Recommendation Rate and Recommendation Inclusion Rate, the metrics Modern Discovery uses to measure brand recommendation in AI answers. States the AI surface measured (ChatGPT with search enabled) and the monthly refresh cadence. Use it to explain how GEO or AI se…

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