AI Visibility
measured22/100
Emerging · in Secrets Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
8
across 159 prompts
AI Share of Voice
8%
across 159 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Secrets 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.
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.
Passbolt is a B2B password/secret management platform with strong third-party review presence (Capterra + TrustRadius) and clear, crawlable pricing plus first-party evaluation content like “Passbolt vs Bitwarden” and “Passbolt vs KeePass.” The biggest AI-citation risk is evaluation-stage coverage: limited/unclear G2 review volume and missing enterprise analyst signals (Gartner/Forrester/IDC), which reduces likelihood of appearing in “best password manager for teams” and “Passbolt vs competitor” shortlists.
Based on audit of passbolt.com · Oct 7, 2026