AI Visibility
measured26/100
Emerging · in Third-Party Risk Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
68
across 21 prompts
AI Share of Voice
100%
across 5 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Third-Party Risk Management
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
certa.ai is a B2B third-party risk management (TPRM) SaaS that already has strong AI-citation inputs from G2 and Gartner Peer Insights, including Gartner Magic Quadrant positioning on its homepage. The biggest AI citation risk is conversion-stage evaluation queries (pricing + structured evaluation) because there’s no clearly crawlable, tiered pricing signal found and there’s no evidence of SoftwareApplication/FAQPage/aggregateRating structured data in crawlable pages.
Based on audit of certa.ai · Aug 29, 2026