AI Visibility
measured18/100
Emerging · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals55/100
Some gaps
Avg Prompt Score
12
across 179 prompts
AI Share of Voice
12%
across 179 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Software Marketplace
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.
WizCommerce is a B2B wholesale AI commerce SaaS and already has strong evaluation-stage surfaces: first-party comparison content exists (e.g., WizShop comparison pages) and G2 has a live profile with 14 reviews. The biggest AI-citation risk is conversion-stage and structured-data eligibility: pricing appears to be “contact/demo” for current pricing and there’s no clear evidence of SoftwareApplication/FAQPage/AggregateRating schema on key pages, which limits AI engines’ ability to cite pricing and product details reliably.
Based on audit of wizcommerce.com · Sep 1, 2026