io.github.modern-ai-inc/w0-mcp-server

Modern AI Brand Recommendation Rate

How often AI search picks a brand first. Recommendation Rate data from Modern Discovery.

1.1.0
Version
remote
Transport
2
Tools

Security review

Review passed

Reviewed 1d ago.

  • tools: 2 tools scanned
  • metadata: scanned

No findings.

Tools (2)

  • lookup_brand_recommendation_rate

    Look up a brand's AI Recommendation Rate: the percentage of buyer-intent questions where the brand is the #1 AI pick (not just mentioned), plus its Recommendation Inclusion Rate (appears anywhere in the answer). Returns the brand's public record URL and measured date for citation. Free, single-brand lookup only, rate-limited per Modern AI's published anti-scrape policy.

  • get_recommendation_rate_methodology

    Definitions of Recommendation Rate and Recommendation Inclusion Rate, the AI surface measured, refresh cadence, and links to the full methodology page.