Modern AI Brand Recommendation Rate
How often AI search picks a brand first. Recommendation Rate data from Modern Discovery.
| Endpoint | https://w0-mcp-server.modernai.workers.dev (streamable-http) |
|---|---|
| Registry version | 1.1.0 |
| Now | 2 tools · grade A (100) · pin ts_5b2bb08b51aabe3688076efcb1d78c51 · protocol 2025-06-18 |
| First / last listed | 2026-10-31 01:50 UTC / 2026-10-31 01:50 UTC |
| Grade over time | 2026-10-31: A (100), 2 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: lookup_brand_recommendation_rate get_recommendation_rate_methodology
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. params: brand* |
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. params: none |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.