AI Visibility
measured34/100
Emerging · in API Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
100
across 12 prompts
AI Share of Voice
100%
across 12 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in API Management
Composite = 60% coverage + 40% engine breadth, 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.
soapui.org is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review presence (notably G2) and a large, crawlable documentation footprint. The biggest citation risk is conversion-stage evaluation queries that require crawlable, structured pricing and product metadata (SoftwareApplication/FAQPage), which appear missing or not discoverable via search.
Based on audit of soapui.org · Aug 31, 2026