Modern AI Brand Recommendation Rate

io.github.modern-ai-inc/w0-mcp-server · v1.1.0 · other

Modern AI Brand Recommendation Rate is healthy: it completed an MCP handshake in 902 ms and exposes 2 tools.

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

Endpoint: https://w0-mcp-server.modernai.workers.dev (streamable-http)

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Facts

Users (last 30 days)0
HandshakeHealthy
Auth neededNone
Tool count2
Latency902 ms
Last checked (UTC)2026-10-16T10:45:42.758Z

Health history

Checked (UTC)StatusLatencyError
2026-10-16T10:45:42.758ZHealthy902
2026-10-15T06:05:32.800ZHealthy1347

Tools (2)

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