AI Visibility
measured8/100
Invisible · in Browser Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
4
across 326 prompts
AI Share of Voice
4%
across 326 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Browser Automation
Composite = 60% coverage + 40% engine breadth, 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.
ZenRows is already strongly cited for evaluation-stage queries via G2 and Capterra (e.g., 18 G2 reviews and 103 Capterra reviews), and it has publicly accessible, tiered pricing on its first-party site. The biggest AI-citation risk is conversion-stage and evaluation-stage “how much / which plan / vs competitor” queries if first-party structured evaluation content (SoftwareApplication/FAQPage) and crawlable comparison pages are missing or not schema-rich.
Based on audit of zenrows.com · Aug 14, 2026