AI Visibility
measured18/100
Emerging · in Point of Sale
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
53
across 17 prompts
AI Share of Voice
100%
across 1 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Point of Sale
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.
Executive summary
Zippin is a B2B checkout-free retail technology platform, and it has meaningful first-party conversion content (case studies, outcome metrics, and some pricing model language). However, AI citation for evaluation/conversion queries is likely constrained by missing/unclear SoftwareApplication/FAQ structured data signals and lack of evidence for first-party comparison pages and strong review/analyst coverage beyond G2.
Based on audit of getzippin.com · Aug 29, 2026