AI Visibility Scorecard
Kenneth Lim, Ph.D.
kennethlimphd.com · Technology
Borderline visible. AI bots can crawl Kenneth Lim, Ph.D., 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 10 times
Meta AI · Claude · Apple Intelligence · ShapBot
#1,894,657 of 2,705,857 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 20% of Technology companies
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Kenneth Lim, Ph.D.
from our crawl and measurement
Kenneth Lim, Ph.D. is a business whose own site puts it this way: "Kenneth Lim PhD is a data science leader with proven business results in finance, technology, healthcare and media. Based in London, UK. Programs in Python and R." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once 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
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.
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 3.6/10, Kenneth Lim, Ph.D. is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
If data science can improve business results, why are there so few success stories?
Because data science is usually disconnected from the other parts of a business, as I argue in my peer-reviewed article.This prevents businesses from achieving sufficient returns on their data science investments.I do things differently.I drive results by identifying the most impactful business problems and solving them by bridging the technical, organisational and strategic aspects with my unique background in both.
Is this your brand?
The exact fixes for Kenneth Lim, Ph.D.
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kennethlimphd
Cite this score: Engagemii (2026). "AEO Score for Kenneth Lim, Ph.D.." Retrieved from https://engagemii.com/aeo/brands/kennethlimphd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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