[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Drata
ProductCitation IndexAI InfluenceBlogBook
Claim profile →

AEO Score

72

Strong Presence

Avg Prompt Score

16

across 1352 prompts

AI Share of Voice

16%

across 1334 prompts

Category Visibility

#22

in Cloud Security · of 112

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
894 category
Cited25%225/894
Share of voice15%avg
Engine consensus58%of engines
Competitors31.7avg/cited
Sentiment—no data
⚖️Evaluation
11 brand-level
Cited9%1/11
Share of voice9%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited0%0/4
Share of voice0%avg
Engine consensus—
Competitors—
Sentiment—no data
💰Conversion
6 brand-level
Cited33%2/6
Share of voice33%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data

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

5
  • Compliance Automation2 of 131→
  • GRC Platforms2 of 94→
  • Risk, Compliance & GRC7 of 53→
  • Cloud Security22 of 112→
  • Security35 of 107→

Executive summary

Drata is highly likely to be cited by AI engines for “best security compliance & GRC software” and SOC 2 readiness/evidence collection queries because it has very strong G2 authority (1146 reviews, 4.7★) and first-party comparison pages like “Drata vs Vanta” and “Drata vs Secureframe.” The single highest-ROI fix is to strengthen Structured Data (SoftwareApplication + FAQPage + pricing/offer schema) so AI engines can reliably extract evaluation answers for “How much does Drata cost?” and “How does Drata compare to Vanta/Secureframe?”

Based on audit of drata.com · Apr 2, 2026

Built for The Citation Economy