AI Visibility
measured55/100
Frequently Cited · in Feedback Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
97
across 225 prompts
AI Share of Voice
100%
across 209 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Feedback Management
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
UserVoice is a B2B customer intelligence / feedback platform with strong AI citation inputs from G2 (243 reviews, 4.5/5) and an active first-party comparison surface (e.g., UserVoice vs Productboard). The single highest-ROI fix is to restore/ensure crawlable, tiered pricing on uservoice.com (pricing appears to have moved to quote-only / no public dollar figures), because conversion-stage prompts like “UserVoice pricing” are likely uncitable from first-party pages.
Based on audit of uservoice.com · Aug 29, 2026