AI Visibility
measured44/100
Frequently Cited · in Cloud Security
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
29
across 1591 prompts
AI Share of Voice
30%
across 1591 prompts
Critical Issues
3
critical + high
Brand Accuracy
4/437
citations with inaccuracies
How AI Visibility breaks down
in Cloud Security
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 Drata is visible in
5Executive summary
Drata is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 review volume (1,325+ reviews) and active first-party comparison content (e.g., Drata vs Secureframe, Drata vs Vanta). The single highest-ROI fix is to improve conversion-stage citation by making pricing more AI-crawlable (public, tiered, and SSR) since the current plans page shows “Get Personalized Pricing” and “Contact Sales” rather than clear public prices.
Based on audit of drata.com · Jun 21, 2026