AI Visibility
measured18/100
Emerging · in Shipping & Fulfillment
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals45/100
Some gaps
Avg Prompt Score
7
across 303 prompts
AI Share of Voice
7%
across 303 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Shipping & Fulfillment
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.
Categories RetailOps is visible in
2Executive summary
RetailOps is a B2B retail operations platform and has meaningful AI-citation inputs from first-party pricing (public) and strong third-party social proof via LinkedIn and at least some G2/Capterra presence. The biggest risk for AI citation is evaluation-stage coverage: there is no clearly indexable first-party “[RetailOps] vs [Competitor]” comparison surface, and structured-data signals for AI (SoftwareApplication/FAQPage) could not be verified via live search.
Based on audit of retailops.com · Oct 3, 2026