AI Visibility
measured41/100
Frequently Cited · in Product Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals43/100
Some gaps
Avg Prompt Score
100
across 84 prompts
AI Share of Voice
100%
across 84 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Product 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 UserZoom is visible in
1Executive summary
UserZoom is a B2B UX research/testing platform with strong third-party trust signals (notably Gartner Peer Insights shows a 4.4 rating from 17 ratings). The biggest AI-citation risk is conversion-stage queries like “UserZoom pricing” and evaluation-stage queries like “UserZoom vs [competitor]” because pricing and first-party comparison content appear thin/uncrawlable from the domain.
Based on audit of userzoom.com · Sep 29, 2026