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Dunkin' scores 59 out of 100 on the Agent Readiness Index
Dunkin' reaches level 1, Tolerated. Identity and delegation is the strongest area at 97 out of 100. Protocol access is the weakest at 0.
Dunkin' was scanned on October 15, 2026. Its score is 59 out of 100, level 1, Tolerated. Pages load for an agent. Nothing is built for one. To reach level 2, Legible: Publish at least one machine readable layer: llms.txt, structured data or server rendered content.
Website: dunkindonuts.com
Score by area
| Area | Score | What it asks |
|---|---|---|
| Discoverability | 64 out of 100, worth 15 points | Can an agent find and read your pages? |
| Protocol access | 0 out of 100, worth 20 points | Can an agent connect to you through MCP or an API? |
| Identity and delegation | 97 out of 100, worth 20 points | Can a customer give an agent limited access without sharing a password? |
| Web experience | 79 out of 100, worth 15 points | Does your site work when an agent uses it? |
| Voice and IVR | Not measured yet | What happens when an agent calls your phone line? |
| Policy and governance | 64 out of 100, worth 10 points | Do your terms allow agents that act for customers? |
What is holding Dunkin' back
- MCP server, 8 points lost. No MCP server, server card or registry entry was found for this organization. Fix: Publish a remote MCP server with OAuth. Start with read only tools such as account status, orders or location search, and publish a server card at /.well known/mcp/server card.
- Developer and data sharing program, 4 points lost. No developer portal or data sharing program was found on public pages. Fix: Document the program, the standard in use for example FDX in US banking, the supported partners and a sandbox.
- Sign in page loads for a declared agent in a browser, 4 points lost. The sign in address that was tried returned status 404, so the sign in page itself could not be confirmed. Fix: Serve the sign in page to verified agent browsers, and use signed agent identity to separate them from attackers.
- llms.txt guide for agents, 3 points lost. No llms.txt file was found at the site root. Fix: Publish /llms.txt with links to product, pricing, support and location pages.
What already works
- OAuth and OpenID metadata
- Robots policy for user triggered agents
- PKCE and client registration
How Dunkin' compares
The average score for restaurants is 38.8 out of 100 across 76 organizations. The average across all 1,421 scored organizations is 42.2 out of 100.
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