AI Visibility
measured18/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals68/100
Solid fundamentals
Avg Prompt Score
6
across 319 prompts
AI Share of Voice
6%
across 319 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Vertical SaaS
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 Userbrain is visible in
2Executive summary
Userbrain is highly likely to be cited by AI engines for evaluation and conversion queries because it has first-party, crawlable comparison pages (e.g., UserTesting vs. Userbrain) and a publicly accessible pricing page with specific tiers and prices. The single highest-ROI fix is to add/verify B2B-focused structured data (SoftwareApplication + AggregateRating + FAQPage for evaluation queries) and ensure it’s present across key pages so AI Overviews can cite it more reliably.
Based on audit of userbrain.com · Oct 5, 2026