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AI Visibility Scorecard
catalysium.substack.com · Technology
Somewhat visible. AI bots can read Yannick, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#65,261 of 2,821,955 in Technology for AI visibility
6.7
/10
AEO Score
from catalysium.substack.com
Engineer and MBA with 18 years in the composites industry, spanning materials to high-performance applications. Experienced in corporate and startup environments, multilingual, and passionate about cy
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
0
No Reddit mentions found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.7/10, Yannick has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Yannick
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catalysium-substack
Cite this score: Engagemii (2026). "AEO Score for Yannick." Retrieved from https://engagemii.com/aeo/brands/catalysium-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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