AI Visibility
measured44/100
Frequently Cited · in Secrets Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals12/100
Weak fundamentals
Avg Prompt Score
53
across 571 prompts
AI Share of Voice
53%
across 571 prompts
Critical Issues
2
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.
Bitwarden is highly likely to be cited by AI engines for evaluation and conversion queries because it has strong third-party authority (G2 shows 1,468 reviews with ~4.6/5) and first-party comparison pages like “Bitwarden vs. 1Password” and “Bitwarden vs. LastPass.” The single highest-ROI fix is to strengthen Structured Data + Technical AEO for AI evaluation (SoftwareApplication/FAQPage/ratings) so models can cite Bitwarden’s own pages for “pricing” and “vs” queries without relying as heavily on G2/Gartner pages.
Based on audit of bitwarden.com · Oct 4, 2026