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Telegram scores 63 out of 100 on the Agent Readiness Index
Telegram reaches level 2, Legible. Web experience is the strongest area at 99 out of 100. Marketing readiness is the weakest at 16.
Telegram was scanned on November 15, 2026. Its score is 63 out of 100, level 2, Legible. An agent can read and cite your content. To reach level 3, Connectable: Offer a programmatic path: a live MCP server, a data sharing program with OAuth metadata, or a verified Poppy file.
Website: telegram.org
Score by area
| Area | Score | What it asks |
|---|---|---|
| Discoverability | 72 out of 100, worth 22 points | Can an agent find and read your pages? |
| Protocol access | 36 out of 100, worth 14 points | Can an agent connect to you through MCP or an API? |
| Identity and delegation | 19 out of 100, worth 12 points | Can a customer give an agent limited access without sharing a password? |
| Web experience | 99 out of 100, worth 20 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 | 44 out of 100, worth 6 points | Do your terms allow agents that act for customers? |
| Marketing readiness | 16 out of 100, worth 18 points | Can an agent see what you sell, and buy or book it? |
What is holding Telegram back
- An agent can start becoming a customer, 8.7 points lost. Become a customer: No link to become a customer on the home page. Fix: Make the call to action a plain link on the home page, keep the form behind it on a page an agent can load, label every field, and keep bot checks off the first step.
- 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.
- Prices and rates an agent can read, 7.7 points lost. No price or rate an agent can read was found on the home page or in structured data. Fix: Add Offer markup with the price or the rate, for loans and accounts to product pages, and show the price or rate in the page text, not only in images or after scripts run.
- Product or service catalog with images, 6.6 points lost. No catalog of products or services with images was found: no feed, no catalog file and no structured data. Fix: Publish a product or service feed JSON or XML with an image and a price or plan for each item, and add structured data to the pages.
What already works
- Robots policy for user triggered agents
- Sign in page loads for a declared agent in a browser
- Content available without running scripts
How Telegram compares
The average score for other is 42.6 out of 100 across 989 organizations. The average across all 2,353 scored organizations is 44.2 out of 100.
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