AI Visibility
measured25/100
Emerging · in Data & Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
100
across 17 prompts
AI Share of Voice
100%
across 17 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.
Categories YData is visible in
2Executive summary
YData is a B2B synthetic data/data-quality platform with strong AI-citation anchors on G2 (12 reviews, 4.6/5) and a crawlable FAQ page. The biggest AI citation risk is evaluation-stage conversion queries ("[Brand] pricing" and "[Brand] vs [Competitor]") where first-party comparison coverage and SoftwareApplication/offer structured data are likely missing or not reliably extractable.
Based on audit of ydata.ai · Sep 1, 2026