AI Visibility
measured16/100
Emerging · in Observability & APM
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
9
across 330 prompts
AI Share of Voice
9%
across 330 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Observability & APM
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 Moogsoft is visible in
2Executive summary
Moogsoft is a B2B AIOps/incident management vendor with meaningful third-party review presence (e.g., 39 G2 reviews) and multiple first-party comparison/case-study pages that can be cited. The biggest AI-citation risk is conversion-stage evaluation queries that require crawlable pricing and structured evaluation content (e.g., SoftwareApplication/FAQPage), plus missing/unclear enterprise analyst signals (Gartner/Forrester/IDC) and integration marketplace listings.
Based on audit of moogsoft.com · Oct 9, 2026