AI Visibility
measured41/100
Frequently Cited · in Data & Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
85
across 34 prompts
AI Share of Voice
100%
across 18 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Data & Analytics
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.
Executive summary
Cloudera is a well-established B2B data/AI platform with strong AI-citation inputs from G2 (205 reviews, 4.2/5) and Gartner Peer Insights (vendor review page exists). The biggest AI-citation risk is evaluation-stage “brand vs competitor” coverage on cloudera.com itself (first-party comparison pages) and crawlability/structured-data completeness for SoftwareApplication/FAQ evaluation intents.
Based on audit of cloudera.com · Sep 1, 2026