AgentProbe
www.ryanpros.com
44/ 100
0.7s·3/12 passed·9/22/2026

Access

Whether AI bots can actually reach your content

83

AI Bot Access

Pass

All 3 tested AI bots receive full page content.

JS Independence

Partial

Limited content without JavaScript (0 chars, 0 heading(s)).

Performance

Pass

Fast response (236ms), no redirects.

Agent-Native

Support for agent-specific protocols and formats

17

Markdown Support

Fail

No markdown content negotiation support detected.

MCP Protocol

Partial

MCP JSON file found but contains invalid JSON.

Structured API

Fail

No structured API or OpenAPI specification detected.

Discovery

How easily AI agents can find and understand your site

50

llms.txt

Partial

llms.txt found but missing proper title or resource links.

robots.txt AI Bot Rules

Pass

robots.txt found. All 8 AI bots are allowed.

XML Sitemap

Partial

sitemap.xml exists but does not appear to be valid XML sitemap format.

AI Manifest

Fail

No AI manifest files found (.well-known/ai-plugin.json or .well-known/mcp.json).

Metadata

Structured data and metadata quality

0

Schema.org

Fail

No JSON-LD structured data found.

HTML Metadata

Fail

Poor metadata. Missing: lang, title, description, canonical, h1, og tags.

Recommendations

6 suggestions
1

Add a /.well-known/ai-plugin.json or mcp.json to declare AI capabilities.

2

Support content negotiation for text/markdown to serve agent-friendly content.

3

Expose an OpenAPI/Swagger spec so AI agents can discover your API endpoints.

4

Add JSON-LD structured data (Schema.org) to help AI understand your content.

5

Improve HTML metadata: add lang, description, canonical, and proper heading structure.

6

Increase the amount of server-rendered content for better AI agent accessibility.