AI Visibility
measured44/100
Frequently Cited · in Secrets Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals11/100
Weak fundamentals
Avg Prompt Score
27
across 345 prompts
AI Share of Voice
27%
across 345 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.
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 GitGuardian is visible in
2Executive summary
GitGuardian is strongly positioned for AI citation in evaluation-stage queries because it has substantial G2 review volume and first-party comparison content under /comparisons plus a publicly accessible pricing page with tiered details. The biggest remaining citation risk is missing/unclear structured-data + AI-crawler accessibility signals (e.g., SoftwareApplication/FAQPage/robots.txt/llms.txt verification) and secondary review/analyst coverage gaps (TrustRadius/Gartner Peer Insights not confirmed as present in the live signals).
Based on audit of gitguardian.com · May 7, 2026