AI Visibility
measured53/100
Frequently Cited · in Warehouse Management (WMS)
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals17/100
Weak fundamentals
Avg Prompt Score
52
across 217 prompts
AI Share of Voice
52%
across 217 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Warehouse Management (WMS)
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.
Logiwa is a B2B fulfillment/WMS SaaS with strong AI-citation inputs from G2 (37 reviews, 4.2/5) and Gartner Peer Insights (Logiwa IO rating 3.9 with 5 ratings). The biggest risk for AI evaluation queries is missing/unclear first-party structured comparison + evaluation schema (e.g., SoftwareApplication/FAQPage) and the fact that pricing is quote/demo-led rather than tiered public pricing.
Based on audit of logiwa.com · Jun 8, 2026