AI Recommendation Readiness Audit | The Black Friday Agency
Can AI confidently recommend your business? The AI Recommendation Readiness Audit shows whether your
| Endpoint | https://canairecommendmybusiness.com/api/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 2 tools · grade A (99) · pin ts_376a2be675df843674b7ace2af34964e · protocol 2025-06-18 |
| First / last listed | 2026-11-07 01:08 UTC / 2026-11-07 01:08 UTC |
| Grade over time | 2026-11-07: A (99), 2 tools |
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Tools: assess_ai_recommendation_readiness get_ai_readiness_framework
assess_ai_recommendation_readiness | Assesses whether a business is ready to be understood, verified, trusted, recommended, and used by AI systems, based on structured inputs (business size, data availability/maturity, technical stack/infrastructure, and goals). Returns a readiness score, tier, gap analysis, priority actions, and a phased implementation roadmap. Deterministic and read-only: it performs no consequential actions and do params: businessSize*, dataMaturity*, technicalStack*, goals, businessName, industry |
get_ai_readiness_framework | Returns the AI Recommendation Readiness scoring framework: the scored dimensions and their weights, the four readiness tiers with score ranges, and every valid input option (business sizes, data maturity levels, technical stacks, and goals). Read-only and deterministic; use it to understand how the assessment is scored and to build valid inputs for assess_ai_recommendation_readiness. 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.