AI Visibility
measured56/100
Frequently Cited · in AI Governance Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals57/100
Some gaps
Avg Prompt Score
100
across 411 prompts
AI Share of Voice
100%
across 411 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in AI Governance Tools
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 DataRobot is visible in
2Executive summary
DataRobot is strongly positioned for AI citation in evaluation-stage queries because it has a substantial G2 presence (54 reviews surfaced in search) and active third-party review ecosystems (TrustRadius and Capterra pages exist). The biggest risk pattern is conversion-stage and evaluation-stage “pricing + comparison” queries: the site appears to rely on “contact/request demo” style pricing rather than publicly crawlable tiered pricing, and first-party “[DataRobot] vs [Competitor]” surfaces were not found in the crawl signals.
Based on audit of datarobot.com · Sep 20, 2026