AI Visibility
measured37/100
Emerging · in Manufacturing Execution
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals8/100
Weak fundamentals
Avg Prompt Score
20
across 174 prompts
AI Share of Voice
20%
across 174 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Manufacturing Execution
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.
AI citation readiness for trakeng.com appears extremely low because the domain is not clearly identifiable as a B2B software/SaaS brand from live signals, and the homepage could not be fetched (502 Bad Gateway). The single highest-ROI fix is to restore reliable crawlability for the requested domain (SSR + bot-accessible pages) and publish clear, crawlable “what it is / who it’s for / pricing” content so AI engines can confidently cite it.
Based on audit of trakeng.com · Sep 1, 2026