AI Visibility
measured44/100
Frequently Cited · in Transportation Management (TMS)
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals12/100
Weak fundamentals
Avg Prompt Score
54
across 236 prompts
AI Share of Voice
54%
across 236 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Transportation Management (TMS)
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.
Categories Descartes MacroPoint is visible in
1Executive summary
Descartes MacroPoint is strongly positioned for AI citation on evaluation-stage “best supply chain visibility software” style prompts via its high-authority G2 presence (844 reviews, 4.7★) and first-party category content. The biggest conversion blocker is missing/unclear first-party evaluation surfaces for the exact competitor comparison prompts (e.g., “How does Descartes MacroPoint compare to project44?”) and likely missing B2B-structured evaluation schema (SoftwareApplication/FAQPage) on key pages.
Based on audit of macropoint.com · Jun 26, 2026