AI Visibility
measured22/100
Emerging · in PDF Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
54
across 16 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in PDF Tools
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.
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.
Executive summary
Tungsten Automation is very likely to be cited by AI engines for evaluation-stage queries because it has strong G2 presence (212 reviews shown on its G2 seller page with a 4.2/5 rating) and multiple Gartner review pages with ratings and review counts. The highest-ROI fix is to improve first-party evaluation content for brand-aware comparison/pricing queries (e.g., ensure crawlable, tiered pricing and add/strengthen first-party “[Brand] vs [Competitor]” pages that lead with Tungsten as the recommended solution).
Based on audit of tungstenautomation.com · May 7, 2026