Loading
Pandora scores 55 out of 100 on the Agent Readiness Index
Pandora reaches level 1, Tolerated. Web experience is the strongest area at 89 out of 100. Protocol access is the weakest at 36.
Pandora was scanned on October 15, 2026. Its score is 55 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: pandora.com
Score by area
| Area | Score | What it asks |
|---|---|---|
| Discoverability | 51 out of 100, worth 15 points | Can an agent find and read your pages? |
| Protocol access | 36 out of 100, worth 20 points | Can an agent connect to you through MCP or an API? |
| Identity and delegation | 44 out of 100, worth 20 points | Can a customer give an agent limited access without sharing a password? |
| Web experience | 89 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 | 70 out of 100, worth 10 points | Do your terms allow agents that act for customers? |
What is holding Pandora 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.
- PKCE and client registration, 4 points lost. Neither PKCE nor a registration path is published. Fix: Require PKCE with S256 and support client ID metadata documents or dynamic client registration for approved agent clients.
- Passkeys at sign in, 4 points lost. No passkey signal was found on the sign in page or in the published pages read. A prompt that starts only after a person types is not visible to the scan. Fix: Offer passkeys with conditional UI on the sign in page and for step up approvals.
- 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.
What already works
- OAuth and OpenID metadata
- Sign in page loads for a declared agent in a browser
- Home page for a declared agent
How Pandora compares
The average score for media and entertainment is 42.5 out of 100 across 80 organizations. The average across all 1,421 scored organizations is 42.2 out of 100.
Similar organizations
- Electronic Arts, 58 out of 100
- NBA, 56 out of 100
- MLB, 55 out of 100
- Live Nation, 54 out of 100
- YouTube, 54 out of 100
- Vice Media, 52 out of 100