AI Visibility
measured20/100
Emerging · in Learning Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals—
Not audited yet
Avg Prompt Score
2
across 93 prompts
AI Share of Voice
2%
across 93 prompts
Shortlist Position
3/80
Not Visible · Learning Management Discovery
How AI Visibility breaks down
in Learning Management
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.
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
Achieve surfaces in 3/80 Learning Management discovery prompts. Claim this profile to see which 77 prompts you're missing and how to win them.
Achieve surfaces in 3 of 80 Learning Management discovery prompts across AI engines. This data is pre-computed from category prompt runs — run a full audit to generate detailed recommendations.
Based on audit of macmillanlearning.com · Aug 28, 2026