AI Visibility
measured18/100
Emerging · in Transportation Management (TMS)
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
9
across 298 prompts
AI Share of Voice
9%
across 298 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Transportation Management (TMS)
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 Shipsy is visible in
2Executive summary
Shipsy is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 presence (158 reviews, 4.5/5) and an active Gartner Peer Insights review page. The single highest-ROI fix is to ensure first-party, brand-led comparison/evaluation pages ("Shipsy vs X" / "Alternatives to Shipsy") and crawlable pricing content so AI can cite Shipsy directly for shortlist formation—not just for trust.
Based on audit of shipsy.io · Oct 9, 2026