AI Visibility
measured72/100
Frequently Cited · in Observability & APM
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals78/100
Solid fundamentals
Avg Prompt Score
38
across 789 prompts
AI Share of Voice
37%
across 780 prompts
Critical Issues
3
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 Datadog is visible in
5Brand overview
Datadog is highly likely to be cited by AI engines for observability evaluation queries because it has strong third-party review authority (notably G2) and publicly crawlable, tiered pricing. The single highest-ROI fix is to add/expand first-party, brand-led evaluation pages ("Datadog vs X" / "Datadog alternatives") that are clearly crawlable and structured for AI comparison extraction.
Based on audit of datadog.com · Oct 18, 2026