AI Visibility
measured35/100
Emerging · in Transportation Management (TMS)
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
12
across 287 prompts
AI Share of Voice
12%
across 287 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.
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.
McLeod Software is a B2B transportation management system (TMS) vendor with meaningful AI-citation presence on G2 (42 LoadMaster reviews on G2). The biggest AI citation risk is evaluation-stage conversion queries like “McLeod LoadMaster pricing” and “LoadMaster vs [competitor]” because the site does not surface crawlable, tiered pricing and appears to lack first-party comparison pages.
Based on audit of mcleodsoftware.com · Jun 10, 2026