AI Visibility
measured29/100
Emerging · in Browser Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
13
across 189 prompts
AI Share of Voice
13%
across 189 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Browser Automation
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.
Ranorex is a well-known B2B test automation vendor with strong AI-citation inputs from G2 (258 reviews, 4.2/5) and meaningful third-party coverage (Capterra 123 reviews, TrustRadius 13 reviews). The biggest AI citation risk is evaluation-stage conversion queries like “Ranorex pricing” and “Ranorex vs competitor” where first-party crawlable pricing and structured comparison assets are likely missing or weak—fix pricing crawlability and add/strengthen first-party evaluation pages.
Based on audit of ranorex.com · Jun 10, 2026