AI Visibility
measured30/100
Emerging · in Observability & APM
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals35/100
Weak fundamentals
Avg Prompt Score
61
across 994 prompts
AI Share of Voice
61%
across 994 prompts
Critical Issues
6
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 AIMS is visible in
3Executive summary
aims.ai is a B2B AIOps/application performance monitoring product with some AI-citable social proof on G2 (17 reviews, 4.8/5). The biggest citation risk is conversion-stage evaluation queries ("aims.ai pricing" and "AIMS vs competitor"-style) because first-party crawlable comparison/pricing/structured-data signals could not be verified from live search, while AI engines will fall back to third-party sources.
Based on audit of aims.ai · Aug 10, 2026