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AI Visibility Scorecard
limkokwing.com · Education
Borderline visible. AI bots can crawl Tan Sri Dato’ Sri Paduka Dr Lim Kok Wing, 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.
AI engines read this profile 5 times
Apple Intelligence · Claude · Meta AI
#398,974 of 877,013 in Education for AI visibility
4.9
/10
AEO Score
from our crawl and measurement
"Nation building Empowering100 Million Dreams This year, the Limkokwing Foundation for Creativity and Innovation embarks on a historic mission toTransform 100 Million Lives over the next few." That is how limkokwing.com introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
8
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.
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 4.9/10, Tan Sri Dato’ Sri Paduka Dr Lim Kok Wing is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tan Sri Dato’ Sri Paduka Dr Lim Kok Wing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/limkokwing
Cite this score: Engagemii (2026). "AEO Score for Tan Sri Dato’ Sri Paduka Dr Lim Kok Wing." Retrieved from https://engagemii.com/aeo/brands/limkokwing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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