#461,701 OF 926,928 IN EDUCATION
SCORE HISTORY BEGINS 2026-07-17
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AI Visibility Scorecard
MindEdge
windwardcms.com · Education
Borderline visible. AI bots can crawl MindEdge, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · Meta AI
#461,701 of 926,928 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About MindEdge
from our crawl and measurement
MindEdge describes itself simply: "LearningEdge is a modern authoring tool built to meet the challenges of delivering high quality online education." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Under the hood there is structured data on the page (WebPage, ImageObject, WebSite) and a readable heading structure and substantial page content, but the score is capped by what is missing: an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 4.7/10, MindEdge is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MindEdge
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MindEdge.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/windwardcms
Cite this score: Engagemii (2026). "AEO Score for MindEdge." Retrieved from https://engagemii.com/aeo/brands/windwardcms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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