AI Visibility
measured26/100
Emerging · in E-commerce Platforms
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
9
across 330 prompts
AI Share of Voice
9%
across 330 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in E-commerce Platforms
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 Lightspeed eCom is visible in
2Executive summary
AI citation for seoshop.com is likely weak because the domain redirects to Lightspeed’s eCom product page, so models may not treat “seoshop.com” as a stable, ownable brand entity. The single highest-ROI fix is to establish a first-party, crawlable “SEOshop (Lightspeed eCom) pricing + evaluation” surface on seoshop.com (or a canonical seoshop.com brand entity) so evaluation-stage queries can cite the audited domain directly.
Based on audit of seoshop.com · Aug 31, 2026