AI Visibility
measured8/100
Invisible · in Collaboration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals34/100
Weak fundamentals
Avg Prompt Score
8
across 162 prompts
AI Share of Voice
8%
across 162 prompts
Critical Issues
2
critical + high
Shortlist Position
0/80
Not Visible · Learning Management Discovery
How AI Visibility breaks down
in Collaboration
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 Product School is visible in
1Your visibility gap
Product School 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
Product School is not a B2B learning management software vendor; it is primarily an education/training brand, so it is unlikely to be cited for “learning management systems” buyer queries. The highest-ROI fix is to create crawlable, schema-backed pages that explicitly map Product School’s training outcomes to the specific LMS/JTBD questions (engagement, compliance training, onboarding, progress tracking) so AI can answer those questions from first-party content.
Based on audit of productschool.com · Jul 14, 2026