AI Visibility
measured38/100
Emerging · in Learning Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals8/100
Weak fundamentals
Avg Prompt Score
19
across 327 prompts
AI Share of Voice
19%
across 327 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Learning Management
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.
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 Coursera for Business is visible in
2Executive summary
Coursera is very likely to be cited by AI engines for learning/career upskilling queries, but it is less likely to be cited as a B2B software evaluation shortlist source (e.g., “best [enterprise LMS/SaaS]”) because it lacks the typical B2B review/analyst citation stack (G2/Capterra/TrustRadius/Gartner Peer Insights signals were not found in live checks). The single highest-ROI fix is to strengthen AI-evaluation eligibility on the business/enterprise side with crawlable, structured pricing + FAQ-style evaluation content (and ensure it’s SSR/crawlable), so AI can quote it for “Coursera pricing” and “Coursera for business” questions.
Based on audit of coursera.org · May 7, 2026