AI Visibility
measured42/100
Frequently Cited · in Healthcare IT
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
85
across 42 prompts
AI Share of Voice
100%
across 31 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Healthcare IT
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.
Executive summary
HealthStream is a B2B healthcare LMS vendor with strong third-party review authority (G2 seller page shows 856 reviews on G2 for HealthStream, and TrustRadius shows 37 reviews for HealthStream Learning Management System). The biggest AI-citation risk is evaluation-stage comparison and pricing: the site appears to rely on “Request Demo” rather than publicly crawlable pricing, and first-party “[Brand] vs [Competitor]” pages for Relias/Absorb LMS/Docebo/Cornerstone OnDemand/UKG were not found in live search—so AI engines have fewer on-domain sources to cite for “compare” and “cost” prompts.
Based on audit of healthstream.com · May 7, 2026