AI Visibility
measured26/100
Emerging · in Transportation Management (TMS)
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
7
across 329 prompts
AI Share of Voice
7%
across 329 prompts
Critical Issues
4
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.
Transflo is a B2B logistics software/SaaS brand with some AI-citable review presence on G2 (10 reviews, 4.0/5). The biggest citation risk is evaluation-stage “shortlist” queries that rely on first-party comparison and crawlable pricing—your site appears to route pricing to demo/lead capture and shows no clear first-party “[Transflo] vs [Competitor]” surfaces.
Based on audit of transflo.com · Oct 9, 2026