AI Visibility Scorecard
OpenSource Science B.V.
os-sci.com · Education
Somewhat visible. AI bots can read OpenSource Science B.V., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#156,218 of 936,946 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About OpenSource Science B.V.
from our crawl and measurement
OpenSource Science B.V. is a business whose own site puts it this way: "OS-SCi is the only institute in the world which offers a higher education in Open Source technologies. May the foss be with you." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places, missing in others.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Fair
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
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 5.6/10, OpenSource Science B.V. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for OpenSource Science B.V.
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/os-sci
Cite this score: Engagemii (2026). "AEO Score for OpenSource Science B.V.." Retrieved from https://engagemii.com/aeo/brands/os-sci
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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