AI Visibility Scorecard
Lester — Private Mathematics Tutor
radicalsimplexity.com · Education
Borderline visible. AI bots can crawl Lester — Private Mathematics Tutor, 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
#348,657 of 936,247 in Education for AI visibility
5
AEO Visibility
iBorderline · 5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
?
AI Adoption
iNone detected · -/100
About Lester — Private Mathematics Tutor
from our crawl and measurement
Lester Private Mathematics Tutor is a Singapore business whose own site puts it this way: "Private mathematics tutor in Singapore with more than 20 years of experience specialising in Secondary School Mathematics, JC H1 and H2 Mathematics, and early university mathematics." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Person, LocalBusiness), 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5/10, Lester — Private Mathematics Tutor is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Radical Simplexity?
Simplexity is the clarity that emerges only after genuinely understanding complexity — not simplification that loses depth, but the insight that becomes visible once you see the structure beneath. Radical means a breakthrough idea that actually works. Not just different — tested, refined, and proven in practice. When the conventional approach is not reaching a student, we find the one that does.
Is this your brand?
The exact fixes for Lester — Private Mathematics Tutor
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/radicalsimplexity
Cite this score: Engagemii (2026). "AEO Score for Lester — Private Mathematics Tutor." Retrieved from https://engagemii.com/aeo/brands/radicalsimplexity
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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