AI Visibility
measured45/100
Frequently Cited · in E-commerce Platforms
measured from this brand's audit prompts
AEO Readiness
fundamentals81/100
Strong fundamentals
Avg Prompt Score
8
across 202 prompts
AI Share of Voice
2%
across 186 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in E-commerce Platforms
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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 Commerce Components by Shopify is visible in
2Executive summary
Shopify is highly likely to be cited by AI engines for evaluation and conversion queries because it has very strong third-party review authority (G2 shows 5,077 reviews with a 4.4/5 rating) and first-party evaluation content (public pricing page and first-party comparison hub). The single highest-ROI fix is to strengthen structured-data coverage for B2B evaluation queries (SoftwareApplication/FAQPage) and ensure AI-crawlability of the most important pages (robots.txt + SSR verification), so AI engines can cite Shopify pages directly rather than relying only on third-party review sites.
Based on audit of shopify.com · May 6, 2026