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AI Visibility Scorecard
QES Academy
qesacademy.com · Education
Somewhat visible. AI bots can read QES Academy, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Apple Intelligence · Claude
#63,471 of 895,221 in Education for AI visibility
6
AEO Visibility
iVisible · 6.3/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
2
AI Adoption
iBasic · 2/100
About QES Academy
from our crawl and measurement
QES Academy is a Singapore business whose own site puts it this way: "QES Academy is a leading training provider in Singapore offering WSQ-SSG courses, ISO training, and professional development programs for workforce growth." Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (EducationalOrganization, LocalBusiness), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
Our monitoring has logged 5 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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.
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 6.3/10, QES Academy has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for QES Academy
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/qesacademy
Cite this score: Engagemii (2026). "AEO Score for QES Academy." Retrieved from https://engagemii.com/aeo/brands/qesacademy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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