AI Visibility
measured34/100
Emerging · in Healthcare IT
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals12/100
Weak fundamentals
Avg Prompt Score
44
across 233 prompts
AI Share of Voice
44%
across 233 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.
Categories IQVIA is visible in
1Executive summary
IQVIA is likely to be cited by AI engines for brand-aware, trust-stage queries (e.g., “IQVIA reviews” and “is IQVIA reliable”) because it has a strong LinkedIn presence and appears in Gartner Peer Insights for at least one product/market. The biggest citation risk is evaluation-stage comparison and pricing queries (e.g., “IQVIA vs competitor” and “IQVIA pricing”) because the site does not surface crawlable, tiered pricing and there were no first-party “IQVIA vs …” comparison pages found in live search.
Based on audit of iqvia.com · May 7, 2026