Milieu

AI agents are already buying, booking, and building
with your competitors.

If they can't use your product, they'll choose someone else.
Get your Agent Readiness Score in seconds.

The AI agent landscape

3B+

agent workflows/month

Salesforce

70%

agent failure rate on complex tasks

Carnegie Mellon

40%

of enterprise apps will embed AI agents by 2026

Gartner

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What your score means

80–100

Agent-Actionable

Agents can discover AND use your product. MCP, OpenAPI, structured data — the full activation stack is in place.

60–79

Agent-Discoverable

Agents can find you, but can't fully act. Close the activation gap with MCP or OpenAPI to go from visible to usable.

40–59

Agent-Legible

Basic signals are present, but action gaps remain. Agents understand what you are — they just can't do anything with it yet.

20–39

Agent-Visible

Minimal legibility. Agents struggle to discover your features. Add llms.txt and agents.md to establish a baseline.

0–19

AI Orphan

Invisible to AI agents. No signals for discovery or interaction. You're missing from the AI ecosystem entirely.

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Agent Readiness Report

Free scan

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