What is an agent-readiness score?

A 0-100 score that measures how well AI agents can discover, understand, use, and pay a product. It covers four layers: Discovery, Accessibility, Usability, and Payments.

How does ora score a website?

ora runs 110+ automated checks against public URLs - no login or self-reporting required. Checks test for MCP server presence, OpenAPI specs, llms.txt, structured data, auth patterns, and more.

What is an MCP server?

Model Context Protocol (MCP) is an open standard for connecting AI agents to external tools and data. An MCP server exposes a product's capabilities as tools that AI agents can discover and invoke.

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Deep Scan v2: we ran the agents, then scored what they did

The old scan sent agents to role-play our checklist on every run. It was our opinion, and it was slow. v2 flips it: we run real agents across thousands of intents and sites in our lab, learn where they succeed and stall, and reverse-engineer the score from that. The live scan now finishes in 20 to 30 seconds, and only signals we have verified agents rely on count.