AI Visibility
measured18/100
Emerging · in Product Experience
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals3/100
Weak fundamentals
Avg Prompt Score
13
across 321 prompts
AI Share of Voice
13%
across 321 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Product Experience
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.
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.
Userlytics is a B2B UX research/testing platform and already has strong AI-citation inputs from G2 (high review volume) plus a publicly accessible pricing page with tiered prices. The biggest AI citation risk is evaluation-stage “vs/alternatives” coverage and structured-data readiness (SoftwareApplication/FAQPage/ratings), because first-party comparison pages exist but appear to be competitor-focused and schema signals weren’t found via live search.
Based on audit of userlytics.com · May 11, 2026