AI Visibility Scorecard
idolcourses.com · Education
At 3.62/10, Instructional Design & Online Learning is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 16 times
Meta AI · Claude · Apple Intelligence · Parallel
Top 5% in Education for AI visibility
59
AI Naming Predictability
iRarely named · 59/100
Education average 14
Top 5% of Education
See what's behind this score →3.62
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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 →5
0
from our crawl and measurement
"IDOL Academy is the flagship program for instructional design and online learning that serves clients while developing the next generation of learning experience designers." That is how Instructional Design & Online Learning introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.62 out of 10.
On the page itself the strengths are clear: a clear heading structure, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2018.
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
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
Strong
Inbound links from other sites.
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 3.62/10, Instructional Design & Online Learning is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Do your homework first. Then decide.?
The IDOL Academy brochure covers everything: the full 8-milestone curriculum, how the per-milestone payment plan works, what the CPTP designation means for your career, and verified graduate outcomes.
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/idolcourses
Cite this score: Engagemii (2026). "AEO Score for Instructional Design & Online Learning." Retrieved from https://engagemii.com/aeo/brands/idolcourses
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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