AI Visibility Scorecard
medibuntu.org · E-commerce
At 2.65/10, Model2022 is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 5% in E-commerce for AI visibility
24
AI Naming Predictability
iRarely named · 24/100
E-commerce average 18
Top 41% of E-commerce
See what's behind this score →2.65
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
"Deprecated: WP_Dependencies->add_data() est appelé avec un argument qui est obsolète depuis la version 6.9.0 !" That is how Model2022 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.65 out of 10.
Our crawl found structured data on the page (Organization, WebSite, CollectionPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.65/10, Model2022 is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/medibuntu-org
Cite this score: Engagemii (2026). "AEO Score for Model2022." Retrieved from https://engagemii.com/aeo/brands/medibuntu-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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