Agent Interactivity
Looks for WebMCP manifest, Action schema, API documentation, OpenAPI spec, deep linking, and other machine-actionable interfaces.
WebMCP manifests and OpenAPI specs let AI agents take actions on your platform.
GEOAudit Solutions
GEOAudit for SaaS
Make your SaaS discoverable by AI agents with interactivity signals and LLM discovery files.
GEOAudit for SaaS
Make your SaaS discoverable by AI agents with interactivity signals and LLM discovery files.
LLM Discovery
Detects /llms.txt, /llms-full.txt, .well-known/ai-plugin.json, and other LLM-specific discovery files and their format validity.
llms.txt and ai-plugin.json make your SaaS discoverable by AI agents automatically.
Machine Readability
Evaluates clean HTML structure, content-to-HTML ratio, non-JS-dependent content, data attributes, API endpoints, XML sitemap, and RSS/Atom feeds.
Clean HTML and RSS feeds help AI parse your documentation efficiently.
Structured Data
Checks for JSON-LD, Schema.org types, critical entities, schema completeness, speakable markup, and more. Structured data is the #1 way AI agents understand your content.
SoftwareApplication schema helps AI engines categorize and recommend your tool.
Entity Authority
Checks organization and author entity definitions, sameAs links, knowledge graph alignment, brand consistency, and expertise credentials.
Strong entity definition ensures AI agents recognize and trust your brand.
Frequently Asked Questions
Why should SaaS companies care about AI agent readiness?
AI agents are becoming the primary way users discover and evaluate software. Being AI-agent-ready means your tool can be found, understood, and recommended by AI assistants.
What is agent interactivity?
Agent interactivity measures whether AI agents can take actions on your platform — via WebMCP manifests, Action schema, OpenAPI specs, and deep linking.
What are llms.txt files?
llms.txt is a standard file that helps LLMs understand your website structure. GEOAudit checks for its presence and proper formatting.
How can I improve my SaaS machine readability?
Ensure clean HTML, good content-to-HTML ratio, provide API documentation, RSS feeds, and use proper semantic markup.
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