AI Visibility
measured40/100
Frequently Cited · in Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
11
across 409 prompts
AI Share of Voice
11%
across 409 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Design
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 Useberry is visible in
3Executive summary
Useberry is a B2B UX research/testing SaaS with meaningful AI-citation signals from G2 (17 reviews, ~4.4/5) and strong first-party pricing/case-study content. The biggest risk for AI engines is evaluation-stage citation: there are no clearly indexable first-party “[Useberry] vs [Competitor]” pages found, so models likely rely on third-party comparisons instead of citing Useberry directly.
Based on audit of useberry.com · Sep 30, 2026