AI Visibility
measured31/100
Emerging · in Education & LMS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals3/100
Weak fundamentals
Avg Prompt Score
3
across 160 prompts
AI Share of Voice
3%
across 160 prompts
Critical Issues
5
critical + high
Shortlist Position
0/80
Not Visible · Learning Management Discovery
How AI Visibility breaks down
in Education & LMS
Composite = 60% coverage + 40% engine breadth, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories Sakai LMS is visible in
1Your visibility gap
Sakai LMS surfaces in 0/80 Learning Management discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
Sakai LMS is a B2B LMS brand, but its AI citation readiness is held back by missing first-party evaluation surfaces—especially first-party comparison pages for high-intent queries like "How does Sakai LMS compare to Canvas LMS?" and "How does Sakai LMS compare to Moodle?". The single highest-ROI fix is to publish crawlable, SSR-first "Sakai LMS vs Canvas LMS/Blackboard/Moodle/D2L Brightspace" pages (and a dedicated "What is the best learning management system (LMS) software for higher education?" landing page) so AI engines can cite Sakai directly for evaluation-stage prompts.
Based on audit of sakailms.org · May 7, 2026