AI Visibility Scorecard
radicalsimplexity.com · Education
At 2.16/10, Lester Maths Tutor is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
<1
2.16
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Education average 13
See what's behind this score →0
from our crawl and measurement
Lester Maths Tutor is a business whose own site puts it this way: "Private mathematics tutor in Singapore with 20+ years experience. Specialising in JC H1/H2 Maths, O Level E Maths & A Maths, and Secondary School Mathematics. Proven grade.." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
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.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.16/10, Lester Maths Tutor is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/radicalsimplexity
Cite this score: Engagemii (2026). "AEO Score for Lester Maths 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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