Poor
11 checks passed, 9 issues found across 6 pages crawled.
11 improvements found
Category profile
Top opportunity
HIGH IMPACTllms.txt
llms.txt gives language models a concise map of the site's most important content.
CONSTRAINT Agent Readiness0
Make google.com better for AI
MachineRank found 11 opportunities. Select issues to build a fix plan.
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11 opportunities
llms.txt
llms.txt gives language models a concise map of the site's most important content.
Evidence
Why it matters
Language models actively look for llms.txt to get a curated view of your site's most important content. Without it, models have to guess which pages matter.
# Example llms.txt # Company description > We provide [your product/service]. ## Key pages - [Homepage](https://example.com/) - [Docs](https://example.com/docs) - [API Reference](https://example.com/api)
Content in initial HTML
Important content is present in the initial HTML response, not loaded by JavaScript.
Evidence
Why it matters
AI crawlers typically do not execute JavaScript. If your key content only appears after JavaScript runs, it is invisible to most AI systems.
Agent instructions
Explicit guidance helps AI agents understand how to interact with your product.
Evidence
Why it matters
Explicit agent instructions reduce errors when AI systems use your API and help models give accurate guidance to developers.
OpenAPI specification
A machine-readable API spec enables agents to discover and call your API automatically.
Evidence
Why it matters
An OpenAPI specification enables AI agents to automatically discover and call your API endpoints without manual configuration.
JSON-LD structured data
Structured data helps AI systems understand the type and context of your content.
Evidence
Why it matters
JSON-LD structured data provides an unambiguous machine-readable description of your content, making it far easier for AI to understand context and entity relationships.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Your Company",
"description": "What you do",
"url": "https://yoursite.com"
}
</script>OpenGraph metadata
OpenGraph tags allow AI and social systems to understand page identity and context.
Evidence
Why it matters
OpenGraph metadata provides a standardized summary that AI systems use when representing your pages in search results, citations, and shared links.
MCP server
An MCP (Model Context Protocol) server allows AI agents to directly interact with your product.
Evidence
Why it matters
MCP servers allow AI agents to directly interact with your product, enabling automated workflows without manual integration work.
Official SDKs
Official SDKs make it easier for agents to integrate with your product programmatically.
Evidence
Why it matters
Addressing this issue will improve how accurately AI systems can understand and represent your site.
Semantic heading structure
A clear heading hierarchy (H1 → H2 → H3) helps AI parse content structure.
Evidence
Why it matters
Addressing this issue will improve how accurately AI systems can understand and represent your site.
Contact information
Accessible contact information establishes trust and citability for AI systems.
Evidence
Why it matters
Accessible contact information helps establish trust and allows AI systems to cite you as a real, reachable organization.
Canonical URL tags
Pages declare canonical URLs to prevent duplicate content issues.
Evidence
Why it matters
Addressing this issue will improve how accurately AI systems can understand and represent your site.