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AI Visibility Scorecard
Ivoline Ngong
ivolinengong.com · Education
Somewhat visible. AI bots can read Ivoline Ngong, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#233,899 of 889,539 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
6
AI Adoption
iBasic · 6/100
About Ivoline Ngong
from our crawl and measurement
Ivoline Ngong is a business whose own site puts it this way: "Ivoline Ngong, PhD candidate in Computer Science at the University of Vermont and research scientist at OpenMined, working at the intersection of privacy, security, safety, and AI." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.4/10, Ivoline Ngong 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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ivolinengong
Cite this score: Engagemii (2026). "AEO Score for Ivoline Ngong." Retrieved from https://engagemii.com/aeo/brands/ivolinengong
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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