AI Visibility Scorecard
Hana Berrached Portfolio
hanaberrached.com · Education
Borderline visible. AI bots can crawl Hana Berrached Portfolio, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#750,299 of 937,492 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
7
AI Adoption
iBasic · 7/100
About Hana Berrached Portfolio
from our crawl and measurement
Hana Berrached is a business whose own site puts it this way: "Portfolio de Hana Berrached, ingénieure en informatique diplômée du Programme Grande École de CESI." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (Person, WebSite, ProfilePage), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
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 3.8/10, Hana Berrached Portfolio is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Hana Berrached Portfolio
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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 September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hanaberrached
Cite this score: Engagemii (2026). "AEO Score for Hana Berrached Portfolio." Retrieved from https://engagemii.com/aeo/brands/hanaberrached
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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