AI Visibility Scorecard
Mark Galassi's documentation builds
markgalassi.codeberg.page · Education
Somewhat visible. AI bots can read Mark Galassi's documentation builds, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Apple Intelligence · Claude · Meta AI
#91,780 of 936,935 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Mark Galassi's documentation builds
from our crawl and measurement
Mark Galassi's documentation builds describes itself simply: "Mark Galassi's documentation builds Links to home pages Mark's home page The Institute for Computing in Research Workshops: flyers, prep materials, slide shows Click here to access info and." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 5.9/10, Mark Galassi's documentation builds has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/markgalassi-codeberg-page
Cite this score: Engagemii (2026). "AEO Score for Mark Galassi's documentation builds." Retrieved from https://engagemii.com/aeo/brands/markgalassi-codeberg-page
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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