EIRVANTA
AI Visibility Scorecard

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> what the machines see when they read your website_

Do AI assistants know you exist?

The AI Visibility Scorecard is Eirvanta's free check of whether AI assistants can read your website — and whether they know your brand at all. It reads your site the way a language model does, asks live AI models about your brand, and grades the result — in about a minute.

Free · no sign-up · results are shareable · we sample up to 12 pages politely · privacy

At a glance: the scorecard fetches up to 12 of your pages the way an AI retrieval pipeline does, checks robots.txt and llms.txt, asks Claude and GPT what they know about your brand, and grades citability out of 100.

Starting…
Using an AI coding agent? Connect our MCP server ▸

This scorecard is also a tool your agent can call directly: run the audit, apply the fixes it suggests to your site, then re-run it to measure the change. The server speaks MCP over streamable HTTP at /mcp.

Claude Code: claude mcp add --transport http scorecard …/mcp

Other MCP clients: add a remote server with that URL — no key needed. Tools: run_audit, get_audit_status, get_audit_result. The same fair-use limits apply as on this page, and results are shareable by link, exactly like the web version.