AI Visibility
measured18/100
Emerging · in Transportation Management (TMS)
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
66
across 21 prompts
AI Share of Voice
100%
across 10 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.
Executive summary
Wise Systems is a B2B route planning/last-mile dispatch SaaS with a solid baseline of AI-citable third-party authority via G2 (13 reviews, 4.0/5). The biggest citation risk is conversion-stage evaluation queries (pricing + “worth it”) because the site does not surface crawlable, tiered pricing and there are no first-party “[Wise Systems] vs Verizon Connect/project44/Badger Maps/FarEye/Geotab” pages found in live search.
Based on audit of wisesystems.com · Aug 30, 2026