AI Visibility
measured18/100
Emerging · in Education & LMS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals34/100
Weak fundamentals
Avg Prompt Score
9
across 140 prompts
AI Share of Voice
9%
across 140 prompts
Critical Issues
5
critical + high
Shortlist Position
0/80
Not Visible · Education Lms Discovery
How AI Visibility breaks down
in Education & LMS
Composite = 50% coverage + 30% engine breadth + 20% position, 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.
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.
Your visibility gap
Noteflight surfaces in 0/80 Education Lms discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Noteflight is not showing up for high-intent Education LMS buyer queries (0/80 discovery prompts), so AI engines are unlikely to cite it for “best LMS” and “for [education segment]” questions. The single highest-ROI fix is to publish crawlable, education-segment-specific landing pages and evaluation FAQs that directly answer the gap queries (project-based learning, competency-based education, nonprofits, higher ed, community colleges, certification, and corporate training).
Based on audit of noteflight.com · Sep 6, 2026