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
4
across 315 prompts
AI Share of Voice
4%
across 315 prompts
Critical Issues
4
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 Flow Commerce is visible in
2Executive summary
flow.io is a B2B SaaS platform for cross-border ecommerce, and it has meaningful AI-citation fuel from G2 (55 reviews shown on the G2 product page). The biggest risk for AI engines is evaluation-stage citation: there is no clear evidence of first-party, crawlable “[Brand] vs [Competitor]” comparison pages and there is no publicly verifiable SoftwareApplication/FAQPage-style structured-data coverage for evaluation queries, which blocks “alternatives to” and “pricing” shortlist inclusion.
Based on audit of flow.io · Oct 9, 2026