AI Visibility Scorecard
MKB Academy
kavinbhalaji.com · Education
Borderline visible. AI bots can crawl MKB Academy, 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
#697,210 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About MKB Academy
from our crawl and measurement
MKB Academy describes itself simply: "MKB Academy helps expat families understand Singapore local schools, prepare for admission, and support their child after entry." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (Organization, Person, Service), 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
Good
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 3.6/10, MKB Academy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Does this sound like you?
We are not PR. I am not sure my child can even get a local school place. The phases and tests have names I do not understand, and I am scared of missing a deadline. Other parents give me different advice. I do not know who to trust. I worry my child will struggle with English and the pace. If any of these sound familiar, you are in the right place.
Is this your brand?
The exact fixes for MKB Academy
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MKB Academy.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kavinbhalaji
Cite this score: Engagemii (2026). "AEO Score for MKB Academy." Retrieved from https://engagemii.com/aeo/brands/kavinbhalaji
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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