AI Visibility
measured16/100
Emerging · in Vulnerability Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
3
across 398 prompts
AI Share of Voice
3%
across 398 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Vulnerability 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 ActiveState is visible in
2Executive summary
ActiveState is a B2B SaaS vendor with strong AI-citation foundations from G2 (35 reviews) and clear, tiered pricing that AI can read. The biggest risk to appearing in evaluation-stage AI answers is missing/unclear first-party comparison surfaces and likely incomplete B2B structured data (SoftwareApplication/FAQPage) for evaluation queries.
Based on audit of activestate.com · Aug 21, 2026