Site preview for Magnesia - Your Research Library, Fully Conversational
Analyzed site: Visibility: Public · Status: Succeeded

Magnesia - Your Research Library, Fully Conversational

NotebookLM alternative with real chat functionality. Upload your PDFs and documents, ask questions, and keep continuous multi-threaded conversations across your research.

Can't be found by AI

AI agents can't parse the website content

AI agents can't work with the content. Maybe the information is there, but it's not organized for AI agents to understand and use.

Weakest lens GEO
Business risk won't show in AI results
Fix priority Entity + trust signals

What the Scores Mean

AAX
Agent Accessibility Experience Measures whether AI agents can understand your offer and complete the journey — reading your pages, parsing the structure, and finding a credible next step without getting stuck.
AEO
Answer Engine Optimization Measures whether your site provides clear, attributable answers that AI systems can quote directly — concise, well-structured content that surfaces in AI-generated responses.
GEO
Generative Engine Optimization Measures whether your site provides enough credible evidence — proof points, reviews, and context — for AI systems to confidently recommend your brand over competitors.

Fix these first

3 of 12 findings
  1. Lens: GEO
    Priority: High. Recommendation: Add sameAs links to your Organization schema

    No sameAs links found. Add links to your LinkedIn, GitHub, Twitter, and other profiles in your Organization JSON-LD to improve entity recognition.

  2. Lens: GEO
    Priority: High. Recommendation: Add Organization JSON-LD schema

    No Organization schema found. Add an Organization block to your homepage with name, logo, url, and sameAs links.

  3. Lens: GEO
    Priority: High. Recommendation: Publish an llms.txt file

    AI crawlers look for llms.txt to understand your site. Create /.well-known/llms.txt with a brief site description.

View all 12 findings

Your scores reveal the gaps. Sign in to see the fixes

You can see where your site is losing ground. The biggest risk right now: won't show in AI results. The revenue is in knowing what to fix first. Sign in for the prioritized roadmap that closes the gap — all 12 findings ranked by what protects revenue first.