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Modern AI Brand Recommendation Rate

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

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

Yes, your AI can use this right now.Answered a live MCP handshake in 75 ms with no sign-in needed and exposes 2 tools.

Connect it

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

2 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
lookup_brand_recommendation_rateread-only

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_methodologyread-only

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

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