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
7
across 163 prompts
AI Share of Voice
7%
across 163 prompts
Critical Issues
5
critical + high
Shortlist Position
1/80
Not Visible · Observability Apm Discovery
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 Scout Monitoring is visible in
1Your visibility gap
Scout Monitoring surfaces in 1/80 Observability Apm discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.
Executive summary
Scout APM is a B2B APM/observability product that already has strong AI discovery presence for “top APM software for seed-funded companies” (ChatGPT cited it), and it has first-party competitor comparison content (e.g., Scout vs New Relic). The biggest reason it’s missing from high-intent shortlist queries like “best observability software for small businesses” and “observability solutions for DevOps teams” is that its evaluation-stage surfaces (pricing + structured product metadata + crawlable “best for X” pages) are not consistently extractable by AI engines.
Based on audit of scoutapm.com · Sep 1, 2026