AI Visibility
measured45/100
Frequently Cited
measured from this brand's audit prompts
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
51
across 16 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in its category
Composite = 60% coverage + 40% engine breadth, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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
Advarra is a B2B clinical research platform/provider with meaningful AI citation signals from G2 (35 reviews on the Advarra seller page; multiple product pages with reviews). The biggest AI citation risk is evaluation-stage “Advarra vs competitor” and “Advarra pricing” queries: pricing appears to be quote/contact-gated (no public tiered pricing found), and first-party comparison pages were not found in live search.
Based on audit of advarra.com · May 23, 2026