AI Visibility
measured18/100
Emerging · in Identity & Access Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
8
across 162 prompts
AI Share of Voice
8%
across 162 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Identity & Access 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.
Categories Persona is visible in
2Executive summary
withpersona.com is a B2B identity verification/fraud prevention SaaS with strong AI-citation inputs from G2 (48 reviews shown on G2) and enterprise analyst positioning (Persona is promoted as a Leader in the 2026 Gartner Magic Quadrant for Identity Verification). The biggest AI citation risk is evaluation-stage “vs/alternatives” coverage: the site has pricing and many use-case pages, but first-party comparison pages and SoftwareApplication/FAQPage structured data were not found in live checks, which can limit direct citation in shortlist-building queries.
Based on audit of withpersona.com · Oct 7, 2026