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OpenAI scores 55 out of 100 on the Agent Readiness Index

OpenAI reaches level 0, Closed. Protocol access is the strongest area at 70 out of 100. Web experience is the weakest at 17.

OpenAI was scanned on October 3, 2026. Its score is 55 out of 100, level 0, Closed. Declared agents are blocked from the public website. To reach level 1, Tolerated: The home page must load for a declared agent and robots.txt must not block every agent.

Website: openai.com

Score by area

AreaScoreWhat it asks
Discoverability56 out of 100, worth 15 pointsCan an agent find and read your pages?
Protocol access70 out of 100, worth 20 pointsCan an agent connect to you through MCP or an API?
Identity and delegation68 out of 100, worth 20 pointsCan a customer give an agent limited access without sharing a password?
Web experience17 out of 100, worth 15 pointsDoes your site work when an agent uses it?
Voice and IVRNot measured yetWhat happens when an agent calls your phone line?
Policy and governanceNot measured yetDo your terms allow agents that act for customers?

What is holding OpenAI back

  1. Documented delegate and data sharing controls, 4 points lost. No public page on delegate access or connected app controls was found. Fix: Publish a help page on delegate access and add a connected apps screen where customers revoke access.
  2. Sign in page loads for a declared agent in a browser, 4 points lost. The sign in page did not load for an agent or a standard automated browser. Fix: Serve the sign in page to verified agent browsers, and use signed agent identity to separate them from attackers.
  3. Structured data on the home page, 3 points lost. No JSON LD structured data was found on the home page. Fix: Add JSON LD for your organization type, Product or Service, Offer and FAQPage on the pages customers ask about most.
  4. Content available without running scripts, 3 points lost. Almost none of the visible text is in the first HTML response. An agent that does not run scripts sees an empty page. Fix: Render product, pricing and help content on the server so the first response contains the text.

What already works

  • OAuth and OpenID metadata
  • Sitemap that includes help and pricing pages

How OpenAI compares

The average score for software is 61.4 out of 100 across 124 organizations. The average across all 1,421 scored organizations is 42.2 out of 100.

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