▼ 1.2 since Jul 2026
#895,037 OF 936,248 IN EDUCATION
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AI Visibility Scorecard
OpenToLearning
opentolearning.com · Education
At 2.8/10, OpenToLearning 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.
AI engines read this profile 1 times
Claude
#895,037 of 936,248 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 2.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About OpenToLearning
from our crawl and measurement
"Join expert-led cohorts, learn with a community, and achieve your goals. OpenToLearning is the modern platform for collaborative online education." That is how OpenToLearning introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.4 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 2.8/10, OpenToLearning is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why OpenToLearning?
A better way to learn online.Community-DrivenLearn alongside a dedicated group of peers. Share insights, solve problems together, and build a professional network.Flexible Single SessionsBook individual sessions at times that work for you.
Is this your brand?
The exact fixes for OpenToLearning
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 OpenToLearning.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opentolearning
Cite this score: Engagemii (2026). "AEO Score for OpenToLearning." Retrieved from https://engagemii.com/aeo/brands/opentolearning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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