AI Visibility Scorecard
cqledu.com
cqledu.com · Other
At 0.9/10, cqledu.com is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
1
AEO Visibility
iNear-invisible · 0.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About cqledu.com
from our crawl and measurement
"国家级酒店教育网协作组 登录 注册 培训中心 查看更多> 经典资源 查看更多> 课程中心 查看更多> >> 职位搜索 >> 职位名称: 辽ICP备15009097号-2 增值电信业务经营许可证 辽B2-20160052 国家级酒店教育网协作组组长单位：大连泽软信息技术有限公司 副组长单位： 天津市职业大学 重庆市旅游学校 大连海事大学后勤集团." That is how cqledu.com introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 0.9 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 0.9/10, cqledu.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for cqledu.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for cqledu.com.
Source & Attribution
Scored by Engagemii on September 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cqledu
Cite this score: Engagemii (2026). "AEO Score for cqledu.com." Retrieved from https://engagemii.com/aeo/brands/cqledu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform