AI Visibility
measured26/100
Emerging · in Healthcare IT
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
67
across 23 prompts
AI Share of Voice
100%
across 7 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Healthcare IT
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.
Executive summary
ShiftWizard is likely to be cited by AI engines for healthcare workforce scheduling evaluation queries because it has strong third-party review volume on G2 (405 reviews) and corroborating presence on Capterra (723 reviews) and TrustRadius (1 review). The single highest-ROI fix is to add/strengthen first-party, crawlable evaluation content—especially SoftwareApplication/FAQPage structured data and first-party comparison/pricing pages—so AI engines can cite ShiftWizard directly for “alternatives” and “pricing” prompts instead of relying on third parties.
Based on audit of shiftwizard.com · Aug 29, 2026